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test
SampleTrainer.itertrain
Train a model using a training and validation set. This method yields a series of monitor values to the caller. After every iteration, a pair of monitor dictionaries is generated: one evaluated on the training dataset, and another evaluated on the validation dataset. The validation moni...
theanets/trainer.py
def itertrain(self, train, valid=None, **kwargs): '''Train a model using a training and validation set. This method yields a series of monitor values to the caller. After every iteration, a pair of monitor dictionaries is generated: one evaluated on the training dataset, and another eva...
def itertrain(self, train, valid=None, **kwargs): '''Train a model using a training and validation set. This method yields a series of monitor values to the caller. After every iteration, a pair of monitor dictionaries is generated: one evaluated on the training dataset, and another eva...
[ "Train", "a", "model", "using", "a", "training", "and", "validation", "set", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/trainer.py#L93-L158
[ "def", "itertrain", "(", "self", ",", "train", ",", "valid", "=", "None", ",", "*", "*", "kwargs", ")", ":", "ifci", "=", "itertools", ".", "chain", ".", "from_iterable", "def", "first", "(", "x", ")", ":", "return", "x", "[", "0", "]", "if", "is...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
SupervisedPretrainer.itertrain
Train a model using a training and validation set. This method yields a series of monitor values to the caller. After every iteration, a pair of monitor dictionaries is generated: one evaluated on the training dataset, and another evaluated on the validation dataset. The validation moni...
theanets/trainer.py
def itertrain(self, train, valid=None, **kwargs): '''Train a model using a training and validation set. This method yields a series of monitor values to the caller. After every iteration, a pair of monitor dictionaries is generated: one evaluated on the training dataset, and another eva...
def itertrain(self, train, valid=None, **kwargs): '''Train a model using a training and validation set. This method yields a series of monitor values to the caller. After every iteration, a pair of monitor dictionaries is generated: one evaluated on the training dataset, and another eva...
[ "Train", "a", "model", "using", "a", "training", "and", "validation", "set", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/trainer.py#L202-L262
[ "def", "itertrain", "(", "self", ",", "train", ",", "valid", "=", "None", ",", "*", "*", "kwargs", ")", ":", "net", "=", "self", ".", "network", "original", "=", "list", "(", "net", ".", "layers", ")", "output_name", "=", "original", "[", "-", "1",...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
UnsupervisedPretrainer.itertrain
Train a model using a training and validation set. This method yields a series of monitor values to the caller. After every iteration, a pair of monitor dictionaries is generated: one evaluated on the training dataset, and another evaluated on the validation dataset. The validation moni...
theanets/trainer.py
def itertrain(self, train, valid=None, **kwargs): '''Train a model using a training and validation set. This method yields a series of monitor values to the caller. After every iteration, a pair of monitor dictionaries is generated: one evaluated on the training dataset, and another eva...
def itertrain(self, train, valid=None, **kwargs): '''Train a model using a training and validation set. This method yields a series of monitor values to the caller. After every iteration, a pair of monitor dictionaries is generated: one evaluated on the training dataset, and another eva...
[ "Train", "a", "model", "using", "a", "training", "and", "validation", "set", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/trainer.py#L281-L337
[ "def", "itertrain", "(", "self", ",", "train", ",", "valid", "=", "None", ",", "*", "*", "kwargs", ")", ":", "from", ".", "import", "feedforward", "original_layer_names", "=", "set", "(", "l", ".", "name", "for", "l", "in", "self", ".", "network", "....
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.add_layer
Add a :ref:`layer <layers>` to our network graph. Parameters ---------- layer : int, tuple, dict, or :class:`Layer <theanets.layers.base.Layer>` A value specifying the layer to add. For more information, please see :ref:`guide-creating-specifying-layers`.
theanets/graph.py
def add_layer(self, layer=None, **kwargs): '''Add a :ref:`layer <layers>` to our network graph. Parameters ---------- layer : int, tuple, dict, or :class:`Layer <theanets.layers.base.Layer>` A value specifying the layer to add. For more information, please see :r...
def add_layer(self, layer=None, **kwargs): '''Add a :ref:`layer <layers>` to our network graph. Parameters ---------- layer : int, tuple, dict, or :class:`Layer <theanets.layers.base.Layer>` A value specifying the layer to add. For more information, please see :r...
[ "Add", "a", ":", "ref", ":", "layer", "<layers", ">", "to", "our", "network", "graph", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L101-L198
[ "def", "add_layer", "(", "self", ",", "layer", "=", "None", ",", "*", "*", "kwargs", ")", ":", "# if the given layer is a Layer instance, just add it and move on.", "if", "isinstance", "(", "layer", ",", "layers", ".", "Layer", ")", ":", "self", ".", "layers", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.add_loss
Add a :ref:`loss function <losses>` to the model. Parameters ---------- loss : str, dict, or :class:`theanets.losses.Loss` A loss function to add. If this is a Loss instance, it will be added immediately. If this is a string, it names a loss function to build ...
theanets/graph.py
def add_loss(self, loss=None, **kwargs): '''Add a :ref:`loss function <losses>` to the model. Parameters ---------- loss : str, dict, or :class:`theanets.losses.Loss` A loss function to add. If this is a Loss instance, it will be added immediately. If this is a s...
def add_loss(self, loss=None, **kwargs): '''Add a :ref:`loss function <losses>` to the model. Parameters ---------- loss : str, dict, or :class:`theanets.losses.Loss` A loss function to add. If this is a Loss instance, it will be added immediately. If this is a s...
[ "Add", "a", ":", "ref", ":", "loss", "function", "<losses", ">", "to", "the", "model", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L200-L229
[ "def", "add_loss", "(", "self", ",", "loss", "=", "None", ",", "*", "*", "kwargs", ")", ":", "if", "isinstance", "(", "loss", ",", "losses", ".", "Loss", ")", ":", "self", ".", "losses", ".", "append", "(", "loss", ")", "return", "form", "=", "lo...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.set_loss
Clear the current loss functions from the network and add a new one. All parameters and keyword arguments are passed to :func:`add_loss` after clearing the current losses.
theanets/graph.py
def set_loss(self, *args, **kwargs): '''Clear the current loss functions from the network and add a new one. All parameters and keyword arguments are passed to :func:`add_loss` after clearing the current losses. ''' self.losses = [] self.add_loss(*args, **kwargs)
def set_loss(self, *args, **kwargs): '''Clear the current loss functions from the network and add a new one. All parameters and keyword arguments are passed to :func:`add_loss` after clearing the current losses. ''' self.losses = [] self.add_loss(*args, **kwargs)
[ "Clear", "the", "current", "loss", "functions", "from", "the", "network", "and", "add", "a", "new", "one", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L231-L238
[ "def", "set_loss", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "self", ".", "losses", "=", "[", "]", "self", ".", "add_loss", "(", "*", "args", ",", "*", "*", "kwargs", ")" ]
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.itertrain
Train our network, one batch at a time. This method yields a series of ``(train, valid)`` monitor pairs. The ``train`` value is a dictionary mapping names to monitor values evaluated on the training dataset. The ``valid`` value is also a dictionary mapping names to values, but these val...
theanets/graph.py
def itertrain(self, train, valid=None, algo='rmsprop', subalgo='rmsprop', save_every=0, save_progress=None, **kwargs): '''Train our network, one batch at a time. This method yields a series of ``(train, valid)`` monitor pairs. The ``train`` value is a dictionary mapping names ...
def itertrain(self, train, valid=None, algo='rmsprop', subalgo='rmsprop', save_every=0, save_progress=None, **kwargs): '''Train our network, one batch at a time. This method yields a series of ``(train, valid)`` monitor pairs. The ``train`` value is a dictionary mapping names ...
[ "Train", "our", "network", "one", "batch", "at", "a", "time", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L240-L365
[ "def", "itertrain", "(", "self", ",", "train", ",", "valid", "=", "None", ",", "algo", "=", "'rmsprop'", ",", "subalgo", "=", "'rmsprop'", ",", "save_every", "=", "0", ",", "save_progress", "=", "None", ",", "*", "*", "kwargs", ")", ":", "if", "'rng'...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.train
Train the network until the trainer converges. All arguments are passed to :func:`itertrain`. Returns ------- training : dict A dictionary of monitor values computed using the training dataset, at the conclusion of training. This dictionary will at least contain...
theanets/graph.py
def train(self, *args, **kwargs): '''Train the network until the trainer converges. All arguments are passed to :func:`itertrain`. Returns ------- training : dict A dictionary of monitor values computed using the training dataset, at the conclusion of tr...
def train(self, *args, **kwargs): '''Train the network until the trainer converges. All arguments are passed to :func:`itertrain`. Returns ------- training : dict A dictionary of monitor values computed using the training dataset, at the conclusion of tr...
[ "Train", "the", "network", "until", "the", "trainer", "converges", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L367-L386
[ "def", "train", "(", "self", ",", "*", "args", ",", "*", "*", "kwargs", ")", ":", "monitors", "=", "None", "for", "monitors", "in", "self", ".", "itertrain", "(", "*", "args", ",", "*", "*", "kwargs", ")", ":", "pass", "return", "monitors" ]
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network._hash
Construct a string key for representing a computation graph. This key will be unique for a given (a) network topology, (b) set of losses, and (c) set of regularizers. Returns ------- key : str A hash representing the computation graph for the current network.
theanets/graph.py
def _hash(self, regularizers=()): '''Construct a string key for representing a computation graph. This key will be unique for a given (a) network topology, (b) set of losses, and (c) set of regularizers. Returns ------- key : str A hash representing the comp...
def _hash(self, regularizers=()): '''Construct a string key for representing a computation graph. This key will be unique for a given (a) network topology, (b) set of losses, and (c) set of regularizers. Returns ------- key : str A hash representing the comp...
[ "Construct", "a", "string", "key", "for", "representing", "a", "computation", "graph", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L388-L408
[ "def", "_hash", "(", "self", ",", "regularizers", "=", "(", ")", ")", ":", "def", "add", "(", "s", ")", ":", "h", ".", "update", "(", "str", "(", "s", ")", ".", "encode", "(", "'utf-8'", ")", ")", "h", "=", "hashlib", ".", "md5", "(", ")", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.build_graph
Connect the layers in this network to form a computation graph. Parameters ---------- regularizers : list of :class:`theanets.regularizers.Regularizer` A list of the regularizers to apply while building the computation graph. Returns ------- outp...
theanets/graph.py
def build_graph(self, regularizers=()): '''Connect the layers in this network to form a computation graph. Parameters ---------- regularizers : list of :class:`theanets.regularizers.Regularizer` A list of the regularizers to apply while building the computation g...
def build_graph(self, regularizers=()): '''Connect the layers in this network to form a computation graph. Parameters ---------- regularizers : list of :class:`theanets.regularizers.Regularizer` A list of the regularizers to apply while building the computation g...
[ "Connect", "the", "layers", "in", "this", "network", "to", "form", "a", "computation", "graph", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L410-L443
[ "def", "build_graph", "(", "self", ",", "regularizers", "=", "(", ")", ")", ":", "key", "=", "self", ".", "_hash", "(", "regularizers", ")", "if", "key", "not", "in", "self", ".", "_graphs", ":", "util", ".", "log", "(", "'building computation graph'", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.inputs
A list of Theano variables for feedforward computations.
theanets/graph.py
def inputs(self): '''A list of Theano variables for feedforward computations.''' return [l.input for l in self.layers if isinstance(l, layers.Input)]
def inputs(self): '''A list of Theano variables for feedforward computations.''' return [l.input for l in self.layers if isinstance(l, layers.Input)]
[ "A", "list", "of", "Theano", "variables", "for", "feedforward", "computations", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L446-L448
[ "def", "inputs", "(", "self", ")", ":", "return", "[", "l", ".", "input", "for", "l", "in", "self", ".", "layers", "if", "isinstance", "(", "l", ",", "layers", ".", "Input", ")", "]" ]
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.variables
A list of Theano variables for loss computations.
theanets/graph.py
def variables(self): '''A list of Theano variables for loss computations.''' result = self.inputs seen = set(i.name for i in result) for loss in self.losses: for v in loss.variables: if v.name not in seen: result.append(v) ...
def variables(self): '''A list of Theano variables for loss computations.''' result = self.inputs seen = set(i.name for i in result) for loss in self.losses: for v in loss.variables: if v.name not in seen: result.append(v) ...
[ "A", "list", "of", "Theano", "variables", "for", "loss", "computations", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L451-L460
[ "def", "variables", "(", "self", ")", ":", "result", "=", "self", ".", "inputs", "seen", "=", "set", "(", "i", ".", "name", "for", "i", "in", "result", ")", "for", "loss", "in", "self", ".", "losses", ":", "for", "v", "in", "loss", ".", "variable...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.find
Get a parameter from a layer in the network. Parameters ---------- which : int or str The layer that owns the parameter to return. If this is an integer, then 0 refers to the input layer, 1 refers to the first hidden layer, 2 to the second, and so on. ...
theanets/graph.py
def find(self, which, param): '''Get a parameter from a layer in the network. Parameters ---------- which : int or str The layer that owns the parameter to return. If this is an integer, then 0 refers to the input layer, 1 refers to the first hidden ...
def find(self, which, param): '''Get a parameter from a layer in the network. Parameters ---------- which : int or str The layer that owns the parameter to return. If this is an integer, then 0 refers to the input layer, 1 refers to the first hidden ...
[ "Get", "a", "parameter", "from", "a", "layer", "in", "the", "network", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L467-L499
[ "def", "find", "(", "self", ",", "which", ",", "param", ")", ":", "for", "i", ",", "layer", "in", "enumerate", "(", "self", ".", "layers", ")", ":", "if", "which", "==", "i", "or", "which", "==", "layer", ".", "name", ":", "return", "layer", ".",...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.feed_forward
Compute a forward pass of all layers from the given input. All keyword arguments are passed directly to :func:`build_graph`. Parameters ---------- x : ndarray (num-examples, num-variables) An array containing data to be fed into the network. Multiple examples ar...
theanets/graph.py
def feed_forward(self, x, **kwargs): '''Compute a forward pass of all layers from the given input. All keyword arguments are passed directly to :func:`build_graph`. Parameters ---------- x : ndarray (num-examples, num-variables) An array containing data to be fed in...
def feed_forward(self, x, **kwargs): '''Compute a forward pass of all layers from the given input. All keyword arguments are passed directly to :func:`build_graph`. Parameters ---------- x : ndarray (num-examples, num-variables) An array containing data to be fed in...
[ "Compute", "a", "forward", "pass", "of", "all", "layers", "from", "the", "given", "input", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L501-L531
[ "def", "feed_forward", "(", "self", ",", "x", ",", "*", "*", "kwargs", ")", ":", "regs", "=", "regularizers", ".", "from_kwargs", "(", "self", ",", "*", "*", "kwargs", ")", "key", "=", "self", ".", "_hash", "(", "regs", ")", "if", "key", "not", "...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.predict
Compute a forward pass of the inputs, returning the network output. All keyword arguments end up being passed to :func:`build_graph`. Parameters ---------- x : ndarray (num-examples, num-variables) An array containing data to be fed into the network. Multiple ex...
theanets/graph.py
def predict(self, x, **kwargs): '''Compute a forward pass of the inputs, returning the network output. All keyword arguments end up being passed to :func:`build_graph`. Parameters ---------- x : ndarray (num-examples, num-variables) An array containing data to be fe...
def predict(self, x, **kwargs): '''Compute a forward pass of the inputs, returning the network output. All keyword arguments end up being passed to :func:`build_graph`. Parameters ---------- x : ndarray (num-examples, num-variables) An array containing data to be fe...
[ "Compute", "a", "forward", "pass", "of", "the", "inputs", "returning", "the", "network", "output", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L533-L552
[ "def", "predict", "(", "self", ",", "x", ",", "*", "*", "kwargs", ")", ":", "return", "self", ".", "feed_forward", "(", "x", ",", "*", "*", "kwargs", ")", "[", "self", ".", "layers", "[", "-", "1", "]", ".", "output_name", "]" ]
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.score
Compute R^2 coefficient of determination for a given labeled input. Parameters ---------- x : ndarray (num-examples, num-inputs) An array containing data to be fed into the network. Multiple examples are arranged as rows in this array, with columns containing ...
theanets/graph.py
def score(self, x, y, w=None, **kwargs): '''Compute R^2 coefficient of determination for a given labeled input. Parameters ---------- x : ndarray (num-examples, num-inputs) An array containing data to be fed into the network. Multiple examples are arranged as row...
def score(self, x, y, w=None, **kwargs): '''Compute R^2 coefficient of determination for a given labeled input. Parameters ---------- x : ndarray (num-examples, num-inputs) An array containing data to be fed into the network. Multiple examples are arranged as row...
[ "Compute", "R^2", "coefficient", "of", "determination", "for", "a", "given", "labeled", "input", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L554-L578
[ "def", "score", "(", "self", ",", "x", ",", "y", ",", "w", "=", "None", ",", "*", "*", "kwargs", ")", ":", "u", "=", "y", "-", "self", ".", "predict", "(", "x", ",", "*", "*", "kwargs", ")", "v", "=", "y", "-", "y", ".", "mean", "(", ")...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.save
Save the state of this network to a pickle file on disk. Parameters ---------- filename_or_handle : str or file handle Save the state of this network to a pickle file. If this parameter is a string, it names the file where the pickle will be saved. If it is a...
theanets/graph.py
def save(self, filename_or_handle): '''Save the state of this network to a pickle file on disk. Parameters ---------- filename_or_handle : str or file handle Save the state of this network to a pickle file. If this parameter is a string, it names the file where t...
def save(self, filename_or_handle): '''Save the state of this network to a pickle file on disk. Parameters ---------- filename_or_handle : str or file handle Save the state of this network to a pickle file. If this parameter is a string, it names the file where t...
[ "Save", "the", "state", "of", "this", "network", "to", "a", "pickle", "file", "on", "disk", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L588-L608
[ "def", "save", "(", "self", ",", "filename_or_handle", ")", ":", "if", "isinstance", "(", "filename_or_handle", ",", "util", ".", "basestring", ")", ":", "opener", "=", "gzip", ".", "open", "if", "filename_or_handle", ".", "lower", "(", ")", ".", "endswith...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.load
Load a saved network from disk. Parameters ---------- filename_or_handle : str or file handle Load the state of this network from a pickle file. If this parameter is a string, it names the file where the pickle will be saved. If it is a file-like object, this...
theanets/graph.py
def load(cls, filename_or_handle): '''Load a saved network from disk. Parameters ---------- filename_or_handle : str or file handle Load the state of this network from a pickle file. If this parameter is a string, it names the file where the pickle will be saved....
def load(cls, filename_or_handle): '''Load a saved network from disk. Parameters ---------- filename_or_handle : str or file handle Load the state of this network from a pickle file. If this parameter is a string, it names the file where the pickle will be saved....
[ "Load", "a", "saved", "network", "from", "disk", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L611-L634
[ "def", "load", "(", "cls", ",", "filename_or_handle", ")", ":", "assert", "not", "isinstance", "(", "cls", ",", "Network", ")", ",", "'cannot load an instance! say instead: net = Network.load(source)'", "if", "isinstance", "(", "filename_or_handle", ",", "util", ".", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.loss
Return a variable representing the regularized loss for this network. The regularized loss includes both the :ref:`loss computation <losses>` for the network as well as any :ref:`regularizers <regularizers>` that are in place. Keyword arguments are passed directly to :func:`the...
theanets/graph.py
def loss(self, **kwargs): '''Return a variable representing the regularized loss for this network. The regularized loss includes both the :ref:`loss computation <losses>` for the network as well as any :ref:`regularizers <regularizers>` that are in place. Keyword arguments are ...
def loss(self, **kwargs): '''Return a variable representing the regularized loss for this network. The regularized loss includes both the :ref:`loss computation <losses>` for the network as well as any :ref:`regularizers <regularizers>` that are in place. Keyword arguments are ...
[ "Return", "a", "variable", "representing", "the", "regularized", "loss", "for", "this", "network", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L636-L654
[ "def", "loss", "(", "self", ",", "*", "*", "kwargs", ")", ":", "regs", "=", "regularizers", ".", "from_kwargs", "(", "self", ",", "*", "*", "kwargs", ")", "outputs", ",", "_", "=", "self", ".", "build_graph", "(", "regs", ")", "return", "sum", "(",...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.monitors
Return expressions that should be computed to monitor training. Returns ------- monitors : list of (name, expression) pairs A list of named monitor expressions to compute for this network.
theanets/graph.py
def monitors(self, **kwargs): '''Return expressions that should be computed to monitor training. Returns ------- monitors : list of (name, expression) pairs A list of named monitor expressions to compute for this network. ''' regs = regularizers.from_kwargs(s...
def monitors(self, **kwargs): '''Return expressions that should be computed to monitor training. Returns ------- monitors : list of (name, expression) pairs A list of named monitor expressions to compute for this network. ''' regs = regularizers.from_kwargs(s...
[ "Return", "expressions", "that", "should", "be", "computed", "to", "monitor", "training", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L656-L698
[ "def", "monitors", "(", "self", ",", "*", "*", "kwargs", ")", ":", "regs", "=", "regularizers", ".", "from_kwargs", "(", "self", ",", "*", "*", "kwargs", ")", "outputs", ",", "_", "=", "self", ".", "build_graph", "(", "regs", ")", "monitors", "=", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Network.updates
Return expressions to run as updates during network training. Returns ------- updates : list of (parameter, expression) pairs A list of named parameter update expressions for this network.
theanets/graph.py
def updates(self, **kwargs): '''Return expressions to run as updates during network training. Returns ------- updates : list of (parameter, expression) pairs A list of named parameter update expressions for this network. ''' regs = regularizers.from_kwargs(se...
def updates(self, **kwargs): '''Return expressions to run as updates during network training. Returns ------- updates : list of (parameter, expression) pairs A list of named parameter update expressions for this network. ''' regs = regularizers.from_kwargs(se...
[ "Return", "expressions", "to", "run", "as", "updates", "during", "network", "training", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/graph.py#L700-L710
[ "def", "updates", "(", "self", ",", "*", "*", "kwargs", ")", ":", "regs", "=", "regularizers", ".", "from_kwargs", "(", "self", ",", "*", "*", "kwargs", ")", "_", ",", "updates", "=", "self", ".", "build_graph", "(", "regs", ")", "return", "updates" ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.input_name
Name of layer input (for layers with one input).
theanets/layers/base.py
def input_name(self): '''Name of layer input (for layers with one input).''' if len(self._input_shapes) != 1: raise util.ConfigurationError( 'expected one input for layer "{}", got {}' .format(self.name, self._input_shapes)) return list(self._input_sha...
def input_name(self): '''Name of layer input (for layers with one input).''' if len(self._input_shapes) != 1: raise util.ConfigurationError( 'expected one input for layer "{}", got {}' .format(self.name, self._input_shapes)) return list(self._input_sha...
[ "Name", "of", "layer", "input", "(", "for", "layers", "with", "one", "input", ")", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L134-L140
[ "def", "input_name", "(", "self", ")", ":", "if", "len", "(", "self", ".", "_input_shapes", ")", "!=", "1", ":", "raise", "util", ".", "ConfigurationError", "(", "'expected one input for layer \"{}\", got {}'", ".", "format", "(", "self", ".", "name", ",", "...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.input_size
Size of layer input (for layers with one input).
theanets/layers/base.py
def input_size(self): '''Size of layer input (for layers with one input).''' shape = self.input_shape if shape is None: raise util.ConfigurationError( 'undefined input size for layer "{}"'.format(self.name)) return shape[-1]
def input_size(self): '''Size of layer input (for layers with one input).''' shape = self.input_shape if shape is None: raise util.ConfigurationError( 'undefined input size for layer "{}"'.format(self.name)) return shape[-1]
[ "Size", "of", "layer", "input", "(", "for", "layers", "with", "one", "input", ")", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L148-L154
[ "def", "input_size", "(", "self", ")", ":", "shape", "=", "self", ".", "input_shape", "if", "shape", "is", "None", ":", "raise", "util", ".", "ConfigurationError", "(", "'undefined input size for layer \"{}\"'", ".", "format", "(", "self", ".", "name", ")", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.output_size
Number of "neurons" in this layer's default output.
theanets/layers/base.py
def output_size(self): '''Number of "neurons" in this layer's default output.''' shape = self.output_shape if shape is None: raise util.ConfigurationError( 'undefined output size for layer "{}"'.format(self.name)) return shape[-1]
def output_size(self): '''Number of "neurons" in this layer's default output.''' shape = self.output_shape if shape is None: raise util.ConfigurationError( 'undefined output size for layer "{}"'.format(self.name)) return shape[-1]
[ "Number", "of", "neurons", "in", "this", "layer", "s", "default", "output", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L167-L173
[ "def", "output_size", "(", "self", ")", ":", "shape", "=", "self", ".", "output_shape", "if", "shape", "is", "None", ":", "raise", "util", ".", "ConfigurationError", "(", "'undefined output size for layer \"{}\"'", ".", "format", "(", "self", ".", "name", ")",...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.connect
Create Theano variables representing the outputs of this layer. Parameters ---------- inputs : dict of Theano expressions Symbolic inputs to this layer, given as a dictionary mapping string names to Theano expressions. Each string key should be of the form "{...
theanets/layers/base.py
def connect(self, inputs): '''Create Theano variables representing the outputs of this layer. Parameters ---------- inputs : dict of Theano expressions Symbolic inputs to this layer, given as a dictionary mapping string names to Theano expressions. Each string ke...
def connect(self, inputs): '''Create Theano variables representing the outputs of this layer. Parameters ---------- inputs : dict of Theano expressions Symbolic inputs to this layer, given as a dictionary mapping string names to Theano expressions. Each string ke...
[ "Create", "Theano", "variables", "representing", "the", "outputs", "of", "this", "layer", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L190-L217
[ "def", "connect", "(", "self", ",", "inputs", ")", ":", "outputs", ",", "updates", "=", "self", ".", "transform", "(", "inputs", ")", "# transform the outputs to be a list of ordered pairs if needed.", "if", "isinstance", "(", "outputs", ",", "dict", ")", ":", "...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.bind
Bind this layer into a computation graph. This method is a wrapper for performing common initialization tasks. It calls :func:`resolve`, :func:`setup`, and :func:`log`. Parameters ---------- graph : :class:`Network <theanets.graph.Network>` A computation network in ...
theanets/layers/base.py
def bind(self, graph, reset=True, initialize=True): '''Bind this layer into a computation graph. This method is a wrapper for performing common initialization tasks. It calls :func:`resolve`, :func:`setup`, and :func:`log`. Parameters ---------- graph : :class:`Network ...
def bind(self, graph, reset=True, initialize=True): '''Bind this layer into a computation graph. This method is a wrapper for performing common initialization tasks. It calls :func:`resolve`, :func:`setup`, and :func:`log`. Parameters ---------- graph : :class:`Network ...
[ "Bind", "this", "layer", "into", "a", "computation", "graph", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L237-L269
[ "def", "bind", "(", "self", ",", "graph", ",", "reset", "=", "True", ",", "initialize", "=", "True", ")", ":", "if", "reset", ":", "for", "k", "in", "self", ".", "_input_shapes", ":", "self", ".", "_input_shapes", "[", "k", "]", "=", "None", "for",...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.resolve_inputs
Resolve the names of inputs for this layer into shape tuples. Parameters ---------- layers : list of :class:`Layer` A list of the layers that are available for resolving inputs. Raises ------ theanets.util.ConfigurationError : If an input cannot ...
theanets/layers/base.py
def resolve_inputs(self, layers): '''Resolve the names of inputs for this layer into shape tuples. Parameters ---------- layers : list of :class:`Layer` A list of the layers that are available for resolving inputs. Raises ------ theanets.util.Configu...
def resolve_inputs(self, layers): '''Resolve the names of inputs for this layer into shape tuples. Parameters ---------- layers : list of :class:`Layer` A list of the layers that are available for resolving inputs. Raises ------ theanets.util.Configu...
[ "Resolve", "the", "names", "of", "inputs", "for", "this", "layer", "into", "shape", "tuples", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L271-L289
[ "def", "resolve_inputs", "(", "self", ",", "layers", ")", ":", "resolved", "=", "{", "}", "for", "name", ",", "shape", "in", "self", ".", "_input_shapes", ".", "items", "(", ")", ":", "if", "shape", "is", "None", ":", "name", ",", "shape", "=", "se...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.resolve_outputs
Resolve the names of outputs for this layer into shape tuples.
theanets/layers/base.py
def resolve_outputs(self): '''Resolve the names of outputs for this layer into shape tuples.''' input_shape = None for i, shape in enumerate(self._input_shapes.values()): if i == 0: input_shape = shape if len(input_shape) != len(shape) or any( ...
def resolve_outputs(self): '''Resolve the names of outputs for this layer into shape tuples.''' input_shape = None for i, shape in enumerate(self._input_shapes.values()): if i == 0: input_shape = shape if len(input_shape) != len(shape) or any( ...
[ "Resolve", "the", "names", "of", "outputs", "for", "this", "layer", "into", "shape", "tuples", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L291-L312
[ "def", "resolve_outputs", "(", "self", ")", ":", "input_shape", "=", "None", "for", "i", ",", "shape", "in", "enumerate", "(", "self", ".", "_input_shapes", ".", "values", "(", ")", ")", ":", "if", "i", "==", "0", ":", "input_shape", "=", "shape", "i...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.log
Log some information about this layer.
theanets/layers/base.py
def log(self): '''Log some information about this layer.''' inputs = ', '.join('"{0}" {1}'.format(*ns) for ns in self._input_shapes.items()) util.log('layer {0.__class__.__name__} "{0.name}" {0.output_shape} {1} from {2}', self, getattr(self.activate, 'name', self.activate), inp...
def log(self): '''Log some information about this layer.''' inputs = ', '.join('"{0}" {1}'.format(*ns) for ns in self._input_shapes.items()) util.log('layer {0.__class__.__name__} "{0.name}" {0.output_shape} {1} from {2}', self, getattr(self.activate, 'name', self.activate), inp...
[ "Log", "some", "information", "about", "this", "layer", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L318-L323
[ "def", "log", "(", "self", ")", ":", "inputs", "=", "', '", ".", "join", "(", "'\"{0}\" {1}'", ".", "format", "(", "*", "ns", ")", "for", "ns", "in", "self", ".", "_input_shapes", ".", "items", "(", ")", ")", "util", ".", "log", "(", "'layer {0.__c...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.log_params
Log information about this layer's parameters.
theanets/layers/base.py
def log_params(self): '''Log information about this layer's parameters.''' total = 0 for p in self.params: shape = p.get_value().shape util.log('parameter "{}" {}', p.name, shape) total += np.prod(shape) return total
def log_params(self): '''Log information about this layer's parameters.''' total = 0 for p in self.params: shape = p.get_value().shape util.log('parameter "{}" {}', p.name, shape) total += np.prod(shape) return total
[ "Log", "information", "about", "this", "layer", "s", "parameters", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L325-L332
[ "def", "log_params", "(", "self", ")", ":", "total", "=", "0", "for", "p", "in", "self", ".", "params", ":", "shape", "=", "p", ".", "get_value", "(", ")", ".", "shape", "util", ".", "log", "(", "'parameter \"{}\" {}'", ",", "p", ".", "name", ",", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer._fmt
Helper method to format our name into a string.
theanets/layers/base.py
def _fmt(self, string): '''Helper method to format our name into a string.''' if '{' not in string: string = '{}.' + string return string.format(self.name)
def _fmt(self, string): '''Helper method to format our name into a string.''' if '{' not in string: string = '{}.' + string return string.format(self.name)
[ "Helper", "method", "to", "format", "our", "name", "into", "a", "string", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L334-L338
[ "def", "_fmt", "(", "self", ",", "string", ")", ":", "if", "'{'", "not", "in", "string", ":", "string", "=", "'{}.'", "+", "string", "return", "string", ".", "format", "(", "self", ".", "name", ")" ]
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer._resolve_shape
Given a list of layers, find the layer output with the given name. Parameters ---------- name : str Name of a layer to resolve. layers : list of :class:`theanets.layers.base.Layer` A list of layers to search in. Raises ------ util.Configu...
theanets/layers/base.py
def _resolve_shape(self, name, layers): '''Given a list of layers, find the layer output with the given name. Parameters ---------- name : str Name of a layer to resolve. layers : list of :class:`theanets.layers.base.Layer` A list of layers to search in. ...
def _resolve_shape(self, name, layers): '''Given a list of layers, find the layer output with the given name. Parameters ---------- name : str Name of a layer to resolve. layers : list of :class:`theanets.layers.base.Layer` A list of layers to search in. ...
[ "Given", "a", "list", "of", "layers", "find", "the", "layer", "output", "with", "the", "given", "name", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L340-L368
[ "def", "_resolve_shape", "(", "self", ",", "name", ",", "layers", ")", ":", "matches", "=", "[", "l", "for", "l", "in", "layers", "if", "name", ".", "split", "(", "':'", ")", "[", "0", "]", "==", "l", ".", "name", "]", "if", "len", "(", "matche...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.find
Get a shared variable for a parameter by name. Parameters ---------- key : str or int The name of the parameter to look up, or the index of the parameter in our parameter list. These are both dependent on the implementation of the layer. Returns ...
theanets/layers/base.py
def find(self, key): '''Get a shared variable for a parameter by name. Parameters ---------- key : str or int The name of the parameter to look up, or the index of the parameter in our parameter list. These are both dependent on the implementation of ...
def find(self, key): '''Get a shared variable for a parameter by name. Parameters ---------- key : str or int The name of the parameter to look up, or the index of the parameter in our parameter list. These are both dependent on the implementation of ...
[ "Get", "a", "shared", "variable", "for", "a", "parameter", "by", "name", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L370-L394
[ "def", "find", "(", "self", ",", "key", ")", ":", "name", "=", "self", ".", "_fmt", "(", "str", "(", "key", ")", ")", "for", "i", ",", "p", "in", "enumerate", "(", "self", ".", "_params", ")", ":", "if", "key", "==", "i", "or", "name", "==", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.add_weights
Helper method to create a new weight matrix. Parameters ---------- name : str Name of the parameter to add. nin : int Size of "input" for this weight matrix. nout : int Size of "output" for this weight matrix. mean : float, optional ...
theanets/layers/base.py
def add_weights(self, name, nin, nout, mean=0, std=0, sparsity=0, diagonal=0): '''Helper method to create a new weight matrix. Parameters ---------- name : str Name of the parameter to add. nin : int Size of "input" for this weight matrix. nout : ...
def add_weights(self, name, nin, nout, mean=0, std=0, sparsity=0, diagonal=0): '''Helper method to create a new weight matrix. Parameters ---------- name : str Name of the parameter to add. nin : int Size of "input" for this weight matrix. nout : ...
[ "Helper", "method", "to", "create", "a", "new", "weight", "matrix", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L396-L430
[ "def", "add_weights", "(", "self", ",", "name", ",", "nin", ",", "nout", ",", "mean", "=", "0", ",", "std", "=", "0", ",", "sparsity", "=", "0", ",", "diagonal", "=", "0", ")", ":", "glorot", "=", "1", "/", "np", ".", "sqrt", "(", "nin", "+",...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.add_bias
Helper method to create a new bias vector. Parameters ---------- name : str Name of the parameter to add. size : int Size of the bias vector. mean : float, optional Mean value for randomly-initialized biases. Defaults to 0. std : float...
theanets/layers/base.py
def add_bias(self, name, size, mean=0, std=1): '''Helper method to create a new bias vector. Parameters ---------- name : str Name of the parameter to add. size : int Size of the bias vector. mean : float, optional Mean value for rando...
def add_bias(self, name, size, mean=0, std=1): '''Helper method to create a new bias vector. Parameters ---------- name : str Name of the parameter to add. size : int Size of the bias vector. mean : float, optional Mean value for rando...
[ "Helper", "method", "to", "create", "a", "new", "bias", "vector", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L432-L450
[ "def", "add_bias", "(", "self", ",", "name", ",", "size", ",", "mean", "=", "0", ",", "std", "=", "1", ")", ":", "mean", "=", "self", ".", "kwargs", ".", "get", "(", "'mean_{}'", ".", "format", "(", "name", ")", ",", "mean", ")", "std", "=", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
Layer.to_spec
Create a specification dictionary for this layer. Returns ------- spec : dict A dictionary specifying the configuration of this layer.
theanets/layers/base.py
def to_spec(self): '''Create a specification dictionary for this layer. Returns ------- spec : dict A dictionary specifying the configuration of this layer. ''' spec = dict(**self.kwargs) spec.update( form=self.__class__.__name__.lower(), ...
def to_spec(self): '''Create a specification dictionary for this layer. Returns ------- spec : dict A dictionary specifying the configuration of this layer. ''' spec = dict(**self.kwargs) spec.update( form=self.__class__.__name__.lower(), ...
[ "Create", "a", "specification", "dictionary", "for", "this", "layer", "." ]
lmjohns3/theanets
python
https://github.com/lmjohns3/theanets/blob/79db9f878ef2071f2f576a1cf5d43a752a55894a/theanets/layers/base.py#L452-L466
[ "def", "to_spec", "(", "self", ")", ":", "spec", "=", "dict", "(", "*", "*", "self", ".", "kwargs", ")", "spec", ".", "update", "(", "form", "=", "self", ".", "__class__", ".", "__name__", ".", "lower", "(", ")", ",", "name", "=", "self", ".", ...
79db9f878ef2071f2f576a1cf5d43a752a55894a
test
LogGabor.argmax
Returns the ArgMax from C by returning the (x_pos, y_pos, theta, scale) tuple >>> C = np.random.randn(10, 10, 5, 4) >>> x_pos, y_pos, theta, scale = mp.argmax(C) >>> C[x_pos][y_pos][theta][scale] = C.max()
LogGabor/LogGabor.py
def argmax(self, C): """ Returns the ArgMax from C by returning the (x_pos, y_pos, theta, scale) tuple >>> C = np.random.randn(10, 10, 5, 4) >>> x_pos, y_pos, theta, scale = mp.argmax(C) >>> C[x_pos][y_pos][theta][scale] = C.max() """ ind = np.absolute(...
def argmax(self, C): """ Returns the ArgMax from C by returning the (x_pos, y_pos, theta, scale) tuple >>> C = np.random.randn(10, 10, 5, 4) >>> x_pos, y_pos, theta, scale = mp.argmax(C) >>> C[x_pos][y_pos][theta][scale] = C.max() """ ind = np.absolute(...
[ "Returns", "the", "ArgMax", "from", "C", "by", "returning", "the", "(", "x_pos", "y_pos", "theta", "scale", ")", "tuple" ]
bicv/LogGabor
python
https://github.com/bicv/LogGabor/blob/dea9560d8752cc9aa040ac3fd895cf9bb72b61f4/LogGabor/LogGabor.py#L48-L59
[ "def", "argmax", "(", "self", ",", "C", ")", ":", "ind", "=", "np", ".", "absolute", "(", "C", ")", ".", "argmax", "(", ")", "return", "np", ".", "unravel_index", "(", "ind", ",", "C", ".", "shape", ")" ]
dea9560d8752cc9aa040ac3fd895cf9bb72b61f4
test
LogGabor.golden_pyramid
The Golden Laplacian Pyramid. To represent the edges of the image at different levels, we may use a simple recursive approach constructing progressively a set of images of decreasing sizes, from a base to the summit of a pyramid. Using simple down-scaling and up-scaling operators we may approximate well a Lapla...
LogGabor/LogGabor.py
def golden_pyramid(self, z, mask=False, spiral=True, fig_width=13): """ The Golden Laplacian Pyramid. To represent the edges of the image at different levels, we may use a simple recursive approach constructing progressively a set of images of decreasing sizes, from a base to the summit of a pyr...
def golden_pyramid(self, z, mask=False, spiral=True, fig_width=13): """ The Golden Laplacian Pyramid. To represent the edges of the image at different levels, we may use a simple recursive approach constructing progressively a set of images of decreasing sizes, from a base to the summit of a pyr...
[ "The", "Golden", "Laplacian", "Pyramid", ".", "To", "represent", "the", "edges", "of", "the", "image", "at", "different", "levels", "we", "may", "use", "a", "simple", "recursive", "approach", "constructing", "progressively", "a", "set", "of", "images", "of", ...
bicv/LogGabor
python
https://github.com/bicv/LogGabor/blob/dea9560d8752cc9aa040ac3fd895cf9bb72b61f4/LogGabor/LogGabor.py#L61-L120
[ "def", "golden_pyramid", "(", "self", ",", "z", ",", "mask", "=", "False", ",", "spiral", "=", "True", ",", "fig_width", "=", "13", ")", ":", "import", "matplotlib", ".", "pyplot", "as", "plt", "opts", "=", "{", "'vmin'", ":", "0.", ",", "'vmax'", ...
dea9560d8752cc9aa040ac3fd895cf9bb72b61f4
test
LogGabor.band
Returns the radial frequency envelope: Selects a preferred spatial frequency ``sf_0`` and a bandwidth ``B_sf``.
LogGabor/LogGabor.py
def band(self, sf_0, B_sf, force=False): """ Returns the radial frequency envelope: Selects a preferred spatial frequency ``sf_0`` and a bandwidth ``B_sf``. """ if sf_0 == 0.: return 1. elif self.pe.use_cache and not force: tag = str(sf_0) + '_' ...
def band(self, sf_0, B_sf, force=False): """ Returns the radial frequency envelope: Selects a preferred spatial frequency ``sf_0`` and a bandwidth ``B_sf``. """ if sf_0 == 0.: return 1. elif self.pe.use_cache and not force: tag = str(sf_0) + '_' ...
[ "Returns", "the", "radial", "frequency", "envelope", ":" ]
bicv/LogGabor
python
https://github.com/bicv/LogGabor/blob/dea9560d8752cc9aa040ac3fd895cf9bb72b61f4/LogGabor/LogGabor.py#L123-L143
[ "def", "band", "(", "self", ",", "sf_0", ",", "B_sf", ",", "force", "=", "False", ")", ":", "if", "sf_0", "==", "0.", ":", "return", "1.", "elif", "self", ".", "pe", ".", "use_cache", "and", "not", "force", ":", "tag", "=", "str", "(", "sf_0", ...
dea9560d8752cc9aa040ac3fd895cf9bb72b61f4
test
LogGabor.orientation
Returns the orientation envelope: We use a von-Mises distribution on the orientation: - mean orientation is ``theta`` (in radians), - ``B_theta`` is the bandwidth (in radians). It is equal to the standard deviation of the Gaussian envelope which approximate the distribution for low bandw...
LogGabor/LogGabor.py
def orientation(self, theta, B_theta, force=False): """ Returns the orientation envelope: We use a von-Mises distribution on the orientation: - mean orientation is ``theta`` (in radians), - ``B_theta`` is the bandwidth (in radians). It is equal to the standard deviation of the Ga...
def orientation(self, theta, B_theta, force=False): """ Returns the orientation envelope: We use a von-Mises distribution on the orientation: - mean orientation is ``theta`` (in radians), - ``B_theta`` is the bandwidth (in radians). It is equal to the standard deviation of the Ga...
[ "Returns", "the", "orientation", "envelope", ":", "We", "use", "a", "von", "-", "Mises", "distribution", "on", "the", "orientation", ":", "-", "mean", "orientation", "is", "theta", "(", "in", "radians", ")", "-", "B_theta", "is", "the", "bandwidth", "(", ...
bicv/LogGabor
python
https://github.com/bicv/LogGabor/blob/dea9560d8752cc9aa040ac3fd895cf9bb72b61f4/LogGabor/LogGabor.py#L145-L175
[ "def", "orientation", "(", "self", ",", "theta", ",", "B_theta", ",", "force", "=", "False", ")", ":", "if", "B_theta", "is", "np", ".", "inf", ":", "# for large bandwidth, returns a strictly flat envelope", "enveloppe_orientation", "=", "1.", "elif", "self", "....
dea9560d8752cc9aa040ac3fd895cf9bb72b61f4
test
LogGabor.loggabor
Returns the envelope of a LogGabor Note that the convention for coordinates follows that of matrices: the origin is at the top left of the image, and coordinates are first the rows (vertical axis, going down) then the columns (horizontal axis, going right).
LogGabor/LogGabor.py
def loggabor(self, x_pos, y_pos, sf_0, B_sf, theta, B_theta, preprocess=True): """ Returns the envelope of a LogGabor Note that the convention for coordinates follows that of matrices: the origin is at the top left of the image, and coordinates are first the rows (vertical axis,...
def loggabor(self, x_pos, y_pos, sf_0, B_sf, theta, B_theta, preprocess=True): """ Returns the envelope of a LogGabor Note that the convention for coordinates follows that of matrices: the origin is at the top left of the image, and coordinates are first the rows (vertical axis,...
[ "Returns", "the", "envelope", "of", "a", "LogGabor" ]
bicv/LogGabor
python
https://github.com/bicv/LogGabor/blob/dea9560d8752cc9aa040ac3fd895cf9bb72b61f4/LogGabor/LogGabor.py#L178-L197
[ "def", "loggabor", "(", "self", ",", "x_pos", ",", "y_pos", ",", "sf_0", ",", "B_sf", ",", "theta", ",", "B_theta", ",", "preprocess", "=", "True", ")", ":", "env", "=", "np", ".", "multiply", "(", "self", ".", "band", "(", "sf_0", ",", "B_sf", "...
dea9560d8752cc9aa040ac3fd895cf9bb72b61f4
test
LogGabor.loggabor_image
Returns the image of a LogGabor Note that the convention for coordinates follows that of matrices: the origin is at the top left of the image, and coordinates are first the rows (vertical axis, going down) then the columns (horizontal axis, going right).
LogGabor/LogGabor.py
def loggabor_image(self, x_pos, y_pos, theta, sf_0, phase, B_sf, B_theta): """ Returns the image of a LogGabor Note that the convention for coordinates follows that of matrices: the origin is at the top left of the image, and coordinates are first the rows (vertical axis, going ...
def loggabor_image(self, x_pos, y_pos, theta, sf_0, phase, B_sf, B_theta): """ Returns the image of a LogGabor Note that the convention for coordinates follows that of matrices: the origin is at the top left of the image, and coordinates are first the rows (vertical axis, going ...
[ "Returns", "the", "image", "of", "a", "LogGabor" ]
bicv/LogGabor
python
https://github.com/bicv/LogGabor/blob/dea9560d8752cc9aa040ac3fd895cf9bb72b61f4/LogGabor/LogGabor.py#L199-L212
[ "def", "loggabor_image", "(", "self", ",", "x_pos", ",", "y_pos", ",", "theta", ",", "sf_0", ",", "phase", ",", "B_sf", ",", "B_theta", ")", ":", "FT_lg", "=", "self", ".", "loggabor", "(", "x_pos", ",", "y_pos", ",", "sf_0", "=", "sf_0", ",", "B_s...
dea9560d8752cc9aa040ac3fd895cf9bb72b61f4
test
TextGrid.from_file
Read textgrid from stream. :param file ifile: Stream to read from. :param str codec: Text encoding for the input. Note that this will be ignored for binary TextGrids.
pympi/Praat.py
def from_file(self, ifile, codec='ascii'): """Read textgrid from stream. :param file ifile: Stream to read from. :param str codec: Text encoding for the input. Note that this will be ignored for binary TextGrids. """ if ifile.read(12) == b'ooBinaryFile': ...
def from_file(self, ifile, codec='ascii'): """Read textgrid from stream. :param file ifile: Stream to read from. :param str codec: Text encoding for the input. Note that this will be ignored for binary TextGrids. """ if ifile.read(12) == b'ooBinaryFile': ...
[ "Read", "textgrid", "from", "stream", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L49-L130
[ "def", "from_file", "(", "self", ",", "ifile", ",", "codec", "=", "'ascii'", ")", ":", "if", "ifile", ".", "read", "(", "12", ")", "==", "b'ooBinaryFile'", ":", "def", "bin2str", "(", "ifile", ")", ":", "textlen", "=", "struct", ".", "unpack", "(", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
TextGrid.sort_tiers
Sort the tiers given the key. Example key functions: Sort according to the tiername in a list: ``lambda x: ['name1', 'name2' ... 'namen'].index(x.name)``. Sort according to the number of annotations: ``lambda x: len(list(x.get_intervals()))`` :param func key: A key function....
pympi/Praat.py
def sort_tiers(self, key=lambda x: x.name): """Sort the tiers given the key. Example key functions: Sort according to the tiername in a list: ``lambda x: ['name1', 'name2' ... 'namen'].index(x.name)``. Sort according to the number of annotations: ``lambda x: len(list(x.get_in...
def sort_tiers(self, key=lambda x: x.name): """Sort the tiers given the key. Example key functions: Sort according to the tiername in a list: ``lambda x: ['name1', 'name2' ... 'namen'].index(x.name)``. Sort according to the number of annotations: ``lambda x: len(list(x.get_in...
[ "Sort", "the", "tiers", "given", "the", "key", ".", "Example", "key", "functions", ":" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L132-L145
[ "def", "sort_tiers", "(", "self", ",", "key", "=", "lambda", "x", ":", "x", ".", "name", ")", ":", "self", ".", "tiers", ".", "sort", "(", "key", "=", "key", ")" ]
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
TextGrid.add_tier
Add an IntervalTier or a TextTier on the specified location. :param str name: Name of the tier, duplicate names is allowed. :param str tier_type: Type of the tier. :param int number: Place to insert the tier, when ``None`` the number is generated and the tier will be placed on the b...
pympi/Praat.py
def add_tier(self, name, tier_type='IntervalTier', number=None): """Add an IntervalTier or a TextTier on the specified location. :param str name: Name of the tier, duplicate names is allowed. :param str tier_type: Type of the tier. :param int number: Place to insert the tier, when ``Non...
def add_tier(self, name, tier_type='IntervalTier', number=None): """Add an IntervalTier or a TextTier on the specified location. :param str name: Name of the tier, duplicate names is allowed. :param str tier_type: Type of the tier. :param int number: Place to insert the tier, when ``Non...
[ "Add", "an", "IntervalTier", "or", "a", "TextTier", "on", "the", "specified", "location", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L147-L165
[ "def", "add_tier", "(", "self", ",", "name", ",", "tier_type", "=", "'IntervalTier'", ",", "number", "=", "None", ")", ":", "if", "number", "is", "None", ":", "number", "=", "1", "if", "not", "self", ".", "tiers", "else", "len", "(", "self", ".", "...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
TextGrid.remove_tier
Remove a tier, when multiple tiers exist with that name only the first is removed. :param name_num: Name or number of the tier to remove. :type name_num: int or str :raises IndexError: If there is no tier with that number.
pympi/Praat.py
def remove_tier(self, name_num): """Remove a tier, when multiple tiers exist with that name only the first is removed. :param name_num: Name or number of the tier to remove. :type name_num: int or str :raises IndexError: If there is no tier with that number. """ ...
def remove_tier(self, name_num): """Remove a tier, when multiple tiers exist with that name only the first is removed. :param name_num: Name or number of the tier to remove. :type name_num: int or str :raises IndexError: If there is no tier with that number. """ ...
[ "Remove", "a", "tier", "when", "multiple", "tiers", "exist", "with", "that", "name", "only", "the", "first", "is", "removed", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L167-L178
[ "def", "remove_tier", "(", "self", ",", "name_num", ")", ":", "if", "isinstance", "(", "name_num", ",", "int", ")", ":", "del", "(", "self", ".", "tiers", "[", "name_num", "-", "1", "]", ")", "else", ":", "self", ".", "tiers", "=", "[", "i", "for...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
TextGrid.get_tier
Gives a tier, when multiple tiers exist with that name only the first is returned. :param name_num: Name or number of the tier to return. :type name_num: int or str :returns: The tier. :raises IndexError: If the tier doesn't exist.
pympi/Praat.py
def get_tier(self, name_num): """Gives a tier, when multiple tiers exist with that name only the first is returned. :param name_num: Name or number of the tier to return. :type name_num: int or str :returns: The tier. :raises IndexError: If the tier doesn't exist. ...
def get_tier(self, name_num): """Gives a tier, when multiple tiers exist with that name only the first is returned. :param name_num: Name or number of the tier to return. :type name_num: int or str :returns: The tier. :raises IndexError: If the tier doesn't exist. ...
[ "Gives", "a", "tier", "when", "multiple", "tiers", "exist", "with", "that", "name", "only", "the", "first", "is", "returned", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L180-L190
[ "def", "get_tier", "(", "self", ",", "name_num", ")", ":", "return", "self", ".", "tiers", "[", "name_num", "-", "1", "]", "if", "isinstance", "(", "name_num", ",", "int", ")", "else", "[", "i", "for", "i", "in", "self", ".", "tiers", "if", "i", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
TextGrid.to_file
Write the object to a file. :param str filepath: Path of the fil. :param str codec: Text encoding. :param string mode: Flag to for write mode, possible modes: 'n'/'normal', 's'/'short' and 'b'/'binary'
pympi/Praat.py
def to_file(self, filepath, codec='utf-8', mode='normal'): """Write the object to a file. :param str filepath: Path of the fil. :param str codec: Text encoding. :param string mode: Flag to for write mode, possible modes: 'n'/'normal', 's'/'short' and 'b'/'binary' """...
def to_file(self, filepath, codec='utf-8', mode='normal'): """Write the object to a file. :param str filepath: Path of the fil. :param str codec: Text encoding. :param string mode: Flag to for write mode, possible modes: 'n'/'normal', 's'/'short' and 'b'/'binary' """...
[ "Write", "the", "object", "to", "a", "file", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L218-L295
[ "def", "to_file", "(", "self", ",", "filepath", ",", "codec", "=", "'utf-8'", ",", "mode", "=", "'normal'", ")", ":", "self", ".", "tier_num", "=", "len", "(", "self", ".", "tiers", ")", "if", "mode", "in", "[", "'binary'", ",", "'b'", "]", ":", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
TextGrid.to_eaf
Convert the object to an pympi.Elan.Eaf object :param int pointlength: Length of respective interval from points in seconds :param bool skipempty: Skip the empty annotations :returns: :class:`pympi.Elan.Eaf` object :raises ImportError: If the Eaf module c...
pympi/Praat.py
def to_eaf(self, skipempty=True, pointlength=0.1): """Convert the object to an pympi.Elan.Eaf object :param int pointlength: Length of respective interval from points in seconds :param bool skipempty: Skip the empty annotations :returns: :class:`pympi.Ela...
def to_eaf(self, skipempty=True, pointlength=0.1): """Convert the object to an pympi.Elan.Eaf object :param int pointlength: Length of respective interval from points in seconds :param bool skipempty: Skip the empty annotations :returns: :class:`pympi.Ela...
[ "Convert", "the", "object", "to", "an", "pympi", ".", "Elan", ".", "Eaf", "object" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L297-L319
[ "def", "to_eaf", "(", "self", ",", "skipempty", "=", "True", ",", "pointlength", "=", "0.1", ")", ":", "from", "pympi", ".", "Elan", "import", "Eaf", "eaf_out", "=", "Eaf", "(", ")", "if", "pointlength", "<=", "0", ":", "raise", "ValueError", "(", "'...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Tier.add_point
Add a point to the TextTier :param int point: Time of the point. :param str value: Text of the point. :param bool check: Flag to check for overlap. :raises Exception: If overlap or wrong tiertype.
pympi/Praat.py
def add_point(self, point, value, check=True): """Add a point to the TextTier :param int point: Time of the point. :param str value: Text of the point. :param bool check: Flag to check for overlap. :raises Exception: If overlap or wrong tiertype. """ if self.tier...
def add_point(self, point, value, check=True): """Add a point to the TextTier :param int point: Time of the point. :param str value: Text of the point. :param bool check: Flag to check for overlap. :raises Exception: If overlap or wrong tiertype. """ if self.tier...
[ "Add", "a", "point", "to", "the", "TextTier" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L348-L360
[ "def", "add_point", "(", "self", ",", "point", ",", "value", ",", "check", "=", "True", ")", ":", "if", "self", ".", "tier_type", "!=", "'TextTier'", ":", "raise", "Exception", "(", "'Tiertype must be TextTier.'", ")", "if", "check", "and", "any", "(", "...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Tier.add_interval
Add an interval to the IntervalTier. :param float begin: Start time of the interval. :param float end: End time of the interval. :param str value: Text of the interval. :param bool check: Flag to check for overlap. :raises Exception: If overlap, begin > end or wrong tiertype.
pympi/Praat.py
def add_interval(self, begin, end, value, check=True): """Add an interval to the IntervalTier. :param float begin: Start time of the interval. :param float end: End time of the interval. :param str value: Text of the interval. :param bool check: Flag to check for overlap. ...
def add_interval(self, begin, end, value, check=True): """Add an interval to the IntervalTier. :param float begin: Start time of the interval. :param float end: End time of the interval. :param str value: Text of the interval. :param bool check: Flag to check for overlap. ...
[ "Add", "an", "interval", "to", "the", "IntervalTier", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L362-L378
[ "def", "add_interval", "(", "self", ",", "begin", ",", "end", ",", "value", ",", "check", "=", "True", ")", ":", "if", "self", ".", "tier_type", "!=", "'IntervalTier'", ":", "raise", "Exception", "(", "'Tiertype must be IntervalTier'", ")", "if", "check", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Tier.remove_interval
Remove an interval, if no interval is found nothing happens. :param int time: Time of the interval. :raises TierTypeException: If the tier is not a IntervalTier.
pympi/Praat.py
def remove_interval(self, time): """Remove an interval, if no interval is found nothing happens. :param int time: Time of the interval. :raises TierTypeException: If the tier is not a IntervalTier. """ if self.tier_type != 'IntervalTier': raise Exception('Tiertype mu...
def remove_interval(self, time): """Remove an interval, if no interval is found nothing happens. :param int time: Time of the interval. :raises TierTypeException: If the tier is not a IntervalTier. """ if self.tier_type != 'IntervalTier': raise Exception('Tiertype mu...
[ "Remove", "an", "interval", "if", "no", "interval", "is", "found", "nothing", "happens", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L380-L389
[ "def", "remove_interval", "(", "self", ",", "time", ")", ":", "if", "self", ".", "tier_type", "!=", "'IntervalTier'", ":", "raise", "Exception", "(", "'Tiertype must be IntervalTier.'", ")", "self", ".", "intervals", "=", "[", "i", "for", "i", "in", "self", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Tier.remove_point
Remove a point, if no point is found nothing happens. :param int time: Time of the point. :raises TierTypeException: If the tier is not a TextTier.
pympi/Praat.py
def remove_point(self, time): """Remove a point, if no point is found nothing happens. :param int time: Time of the point. :raises TierTypeException: If the tier is not a TextTier. """ if self.tier_type != 'TextTier': raise Exception('Tiertype must be TextTier.') ...
def remove_point(self, time): """Remove a point, if no point is found nothing happens. :param int time: Time of the point. :raises TierTypeException: If the tier is not a TextTier. """ if self.tier_type != 'TextTier': raise Exception('Tiertype must be TextTier.') ...
[ "Remove", "a", "point", "if", "no", "point", "is", "found", "nothing", "happens", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L391-L399
[ "def", "remove_point", "(", "self", ",", "time", ")", ":", "if", "self", ".", "tier_type", "!=", "'TextTier'", ":", "raise", "Exception", "(", "'Tiertype must be TextTier.'", ")", "self", ".", "intervals", "=", "[", "i", "for", "i", "in", "self", ".", "i...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Tier.get_intervals
Give all the intervals or points. :param bool sort: Flag for yielding the intervals or points sorted. :yields: All the intervals
pympi/Praat.py
def get_intervals(self, sort=False): """Give all the intervals or points. :param bool sort: Flag for yielding the intervals or points sorted. :yields: All the intervals """ for i in sorted(self.intervals) if sort else self.intervals: yield i
def get_intervals(self, sort=False): """Give all the intervals or points. :param bool sort: Flag for yielding the intervals or points sorted. :yields: All the intervals """ for i in sorted(self.intervals) if sort else self.intervals: yield i
[ "Give", "all", "the", "intervals", "or", "points", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L401-L408
[ "def", "get_intervals", "(", "self", ",", "sort", "=", "False", ")", ":", "for", "i", "in", "sorted", "(", "self", ".", "intervals", ")", "if", "sort", "else", "self", ".", "intervals", ":", "yield", "i" ]
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Tier.get_all_intervals
Returns the true list of intervals including the empty intervals.
pympi/Praat.py
def get_all_intervals(self): """Returns the true list of intervals including the empty intervals.""" ints = sorted(self.get_intervals(True)) if self.tier_type == 'IntervalTier': if not ints: ints.append((self.xmin, self.xmax, '')) else: if ...
def get_all_intervals(self): """Returns the true list of intervals including the empty intervals.""" ints = sorted(self.get_intervals(True)) if self.tier_type == 'IntervalTier': if not ints: ints.append((self.xmin, self.xmax, '')) else: if ...
[ "Returns", "the", "true", "list", "of", "intervals", "including", "the", "empty", "intervals", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Praat.py#L414-L430
[ "def", "get_all_intervals", "(", "self", ")", ":", "ints", "=", "sorted", "(", "self", ".", "get_intervals", "(", "True", ")", ")", "if", "self", ".", "tier_type", "==", "'IntervalTier'", ":", "if", "not", "ints", ":", "ints", ".", "append", "(", "(", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
eaf_from_chat
Reads a .cha file and converts it to an elan object. The functions tries to mimic the CHAT2ELAN program that comes with the CLAN package as close as possible. This function however converts to the latest ELAN file format since the library is designed for it. All CHAT headers will be added as Properties ...
pympi/Elan.py
def eaf_from_chat(file_path, codec='ascii', extension='wav'): """Reads a .cha file and converts it to an elan object. The functions tries to mimic the CHAT2ELAN program that comes with the CLAN package as close as possible. This function however converts to the latest ELAN file format since the library ...
def eaf_from_chat(file_path, codec='ascii', extension='wav'): """Reads a .cha file and converts it to an elan object. The functions tries to mimic the CHAT2ELAN program that comes with the CLAN package as close as possible. This function however converts to the latest ELAN file format since the library ...
[ "Reads", "a", ".", "cha", "file", "and", "converts", "it", "to", "an", "elan", "object", ".", "The", "functions", "tries", "to", "mimic", "the", "CHAT2ELAN", "program", "that", "comes", "with", "the", "CLAN", "package", "as", "close", "as", "possible", "...
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L1358-L1433
[ "def", "eaf_from_chat", "(", "file_path", ",", "codec", "=", "'ascii'", ",", "extension", "=", "'wav'", ")", ":", "eafob", "=", "Eaf", "(", ")", "eafob", ".", "add_linguistic_type", "(", "'parent'", ")", "eafob", ".", "add_linguistic_type", "(", "'child'", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
parse_eaf
Parse an EAF file :param str file_path: Path to read from, - for stdin. :param pympi.Elan.Eaf eaf_obj: Existing EAF object to put the data in. :returns: EAF object.
pympi/Elan.py
def parse_eaf(file_path, eaf_obj): """Parse an EAF file :param str file_path: Path to read from, - for stdin. :param pympi.Elan.Eaf eaf_obj: Existing EAF object to put the data in. :returns: EAF object. """ if file_path == '-': file_path = sys.stdin # Annotation document try: ...
def parse_eaf(file_path, eaf_obj): """Parse an EAF file :param str file_path: Path to read from, - for stdin. :param pympi.Elan.Eaf eaf_obj: Existing EAF object to put the data in. :returns: EAF object. """ if file_path == '-': file_path = sys.stdin # Annotation document try: ...
[ "Parse", "an", "EAF", "file" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L1436-L1577
[ "def", "parse_eaf", "(", "file_path", ",", "eaf_obj", ")", ":", "if", "file_path", "==", "'-'", ":", "file_path", "=", "sys", ".", "stdin", "# Annotation document", "try", ":", "tree_root", "=", "etree", ".", "parse", "(", "file_path", ")", ".", "getroot",...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
indent
Function to pretty print the xml, meaning adding tabs and newlines. :param ElementTree.Element el: Current element. :param int level: Current level.
pympi/Elan.py
def indent(el, level=0): """Function to pretty print the xml, meaning adding tabs and newlines. :param ElementTree.Element el: Current element. :param int level: Current level. """ i = '\n' + level * '\t' if len(el): if not el.text or not el.text.strip(): el.text = i+'\t' ...
def indent(el, level=0): """Function to pretty print the xml, meaning adding tabs and newlines. :param ElementTree.Element el: Current element. :param int level: Current level. """ i = '\n' + level * '\t' if len(el): if not el.text or not el.text.strip(): el.text = i+'\t' ...
[ "Function", "to", "pretty", "print", "the", "xml", "meaning", "adding", "tabs", "and", "newlines", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L1580-L1598
[ "def", "indent", "(", "el", ",", "level", "=", "0", ")", ":", "i", "=", "'\\n'", "+", "level", "*", "'\\t'", "if", "len", "(", "el", ")", ":", "if", "not", "el", ".", "text", "or", "not", "el", ".", "text", ".", "strip", "(", ")", ":", "el"...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
to_eaf
Write an Eaf object to file. :param str file_path: Filepath to write to, - for stdout. :param pympi.Elan.Eaf eaf_obj: Object to write. :param bool pretty: Flag to set pretty printing.
pympi/Elan.py
def to_eaf(file_path, eaf_obj, pretty=True): """Write an Eaf object to file. :param str file_path: Filepath to write to, - for stdout. :param pympi.Elan.Eaf eaf_obj: Object to write. :param bool pretty: Flag to set pretty printing. """ def rm_none(x): try: # Ugly hack to test if s is a...
def to_eaf(file_path, eaf_obj, pretty=True): """Write an Eaf object to file. :param str file_path: Filepath to write to, - for stdout. :param pympi.Elan.Eaf eaf_obj: Object to write. :param bool pretty: Flag to set pretty printing. """ def rm_none(x): try: # Ugly hack to test if s is a...
[ "Write", "an", "Eaf", "object", "to", "file", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L1601-L1706
[ "def", "to_eaf", "(", "file_path", ",", "eaf_obj", ",", "pretty", "=", "True", ")", ":", "def", "rm_none", "(", "x", ")", ":", "try", ":", "# Ugly hack to test if s is a string in py3 and py2", "basestring", "def", "isstr", "(", "s", ")", ":", "return", "isi...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_annotation
Add an annotation. :param str id_tier: Name of the tier. :param int start: Start time of the annotation. :param int end: End time of the annotation. :param str value: Value of the annotation. :param str svg_ref: Svg reference. :raises KeyError: If the tier is non existen...
pympi/Elan.py
def add_annotation(self, id_tier, start, end, value='', svg_ref=None): """Add an annotation. :param str id_tier: Name of the tier. :param int start: Start time of the annotation. :param int end: End time of the annotation. :param str value: Value of the annotation. :para...
def add_annotation(self, id_tier, start, end, value='', svg_ref=None): """Add an annotation. :param str id_tier: Name of the tier. :param int start: Start time of the annotation. :param int end: End time of the annotation. :param str value: Value of the annotation. :para...
[ "Add", "an", "annotation", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L118-L143
[ "def", "add_annotation", "(", "self", ",", "id_tier", ",", "start", ",", "end", ",", "value", "=", "''", ",", "svg_ref", "=", "None", ")", ":", "if", "self", ".", "tiers", "[", "id_tier", "]", "[", "1", "]", ":", "raise", "ValueError", "(", "'Tier ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_cv_entry
Add an entry to a controlled vocabulary. :param str cv_id: Name of the controlled vocabulary to add an entry. :param str cve_id: Name of the entry. :param list values: List of values of the form: ``(value, lang_ref, description)`` where description can be ``None``. ...
pympi/Elan.py
def add_cv_entry(self, cv_id, cve_id, values, ext_ref=None): """Add an entry to a controlled vocabulary. :param str cv_id: Name of the controlled vocabulary to add an entry. :param str cve_id: Name of the entry. :param list values: List of values of the form: ``(value, lang_...
def add_cv_entry(self, cv_id, cve_id, values, ext_ref=None): """Add an entry to a controlled vocabulary. :param str cv_id: Name of the controlled vocabulary to add an entry. :param str cve_id: Name of the entry. :param list values: List of values of the form: ``(value, lang_...
[ "Add", "an", "entry", "to", "a", "controlled", "vocabulary", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L154-L169
[ "def", "add_cv_entry", "(", "self", ",", "cv_id", ",", "cve_id", ",", "values", ",", "ext_ref", "=", "None", ")", ":", "for", "value", ",", "lang_ref", ",", "description", "in", "values", ":", "if", "lang_ref", "not", "in", "self", ".", "languages", ":...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_cv_description
Add a description to a controlled vocabulary. :param str cv_id: Name of the controlled vocabulary to add the description. :param str lang_ref: Language reference. :param str description: Description, this can be none. :throws KeyError: If there is no controlled vocabulary wi...
pympi/Elan.py
def add_cv_description(self, cv_id, lang_ref, description=None): """Add a description to a controlled vocabulary. :param str cv_id: Name of the controlled vocabulary to add the description. :param str lang_ref: Language reference. :param str description: Description, this ca...
def add_cv_description(self, cv_id, lang_ref, description=None): """Add a description to a controlled vocabulary. :param str cv_id: Name of the controlled vocabulary to add the description. :param str lang_ref: Language reference. :param str description: Description, this ca...
[ "Add", "a", "description", "to", "a", "controlled", "vocabulary", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L171-L183
[ "def", "add_cv_description", "(", "self", ",", "cv_id", ",", "lang_ref", ",", "description", "=", "None", ")", ":", "if", "lang_ref", "not", "in", "self", ".", "languages", ":", "raise", "ValueError", "(", "'Language not present: {}'", ".", "format", "(", "l...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_external_ref
Add an external reference. :param str eid: Name of the external reference. :param str etype: Type of the external reference, has to be in ``['iso12620', 'ecv', 'cve_id', 'lexen_id', 'resource_url']``. :param str value: Value of the external reference. :throws KeyError: if et...
pympi/Elan.py
def add_external_ref(self, eid, etype, value): """Add an external reference. :param str eid: Name of the external reference. :param str etype: Type of the external reference, has to be in ``['iso12620', 'ecv', 'cve_id', 'lexen_id', 'resource_url']``. :param str value: Value ...
def add_external_ref(self, eid, etype, value): """Add an external reference. :param str eid: Name of the external reference. :param str etype: Type of the external reference, has to be in ``['iso12620', 'ecv', 'cve_id', 'lexen_id', 'resource_url']``. :param str value: Value ...
[ "Add", "an", "external", "reference", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L185-L196
[ "def", "add_external_ref", "(", "self", ",", "eid", ",", "etype", ",", "value", ")", ":", "if", "etype", "not", "in", "self", ".", "ETYPES", ":", "raise", "KeyError", "(", "'etype not in {}'", ".", "format", "(", "self", ".", "ETYPES", ")", ")", "self"...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_language
Add a language. :param str lang_id: ID of the language. :param str lang_def: Definition of the language(preferably ISO-639-3). :param str lang_label: Label of the language.
pympi/Elan.py
def add_language(self, lang_id, lang_def=None, lang_label=None): """Add a language. :param str lang_id: ID of the language. :param str lang_def: Definition of the language(preferably ISO-639-3). :param str lang_label: Label of the language. """ self.languages[lang_id] = ...
def add_language(self, lang_id, lang_def=None, lang_label=None): """Add a language. :param str lang_id: ID of the language. :param str lang_def: Definition of the language(preferably ISO-639-3). :param str lang_label: Label of the language. """ self.languages[lang_id] = ...
[ "Add", "a", "language", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L198-L205
[ "def", "add_language", "(", "self", ",", "lang_id", ",", "lang_def", "=", "None", ",", "lang_label", "=", "None", ")", ":", "self", ".", "languages", "[", "lang_id", "]", "=", "(", "lang_def", ",", "lang_label", ")" ]
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_lexicon_ref
Add lexicon reference. :param str lrid: Lexicon reference internal ID. :param str name: Lexicon reference display name. :param str lrtype: Lexicon reference service type. :param str url: Lexicon reference service location :param str lexicon_id: Lexicon reference service id. ...
pympi/Elan.py
def add_lexicon_ref(self, lrid, name, lrtype, url, lexicon_id, lexicon_name, datcat_id=None, datcat_name=None): """Add lexicon reference. :param str lrid: Lexicon reference internal ID. :param str name: Lexicon reference display name. :param str lrtype: Lexicon r...
def add_lexicon_ref(self, lrid, name, lrtype, url, lexicon_id, lexicon_name, datcat_id=None, datcat_name=None): """Add lexicon reference. :param str lrid: Lexicon reference internal ID. :param str name: Lexicon reference display name. :param str lrtype: Lexicon r...
[ "Add", "lexicon", "reference", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L207-L229
[ "def", "add_lexicon_ref", "(", "self", ",", "lrid", ",", "name", ",", "lrtype", ",", "url", ",", "lexicon_id", ",", "lexicon_name", ",", "datcat_id", "=", "None", ",", "datcat_name", "=", "None", ")", ":", "self", ".", "lexicon_refs", "[", "lrid", "]", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_linguistic_type
Add a linguistic type. :param str lingtype: Name of the linguistic type. :param str constraints: Constraint name. :param bool timealignable: Flag for time alignable. :param bool graphicreferences: Flag for graphic references. :param str extref: External reference. :param...
pympi/Elan.py
def add_linguistic_type(self, lingtype, constraints=None, timealignable=True, graphicreferences=False, extref=None, param_dict=None): """Add a linguistic type. :param str lingtype: Name of the linguistic type. :param str constraints: Const...
def add_linguistic_type(self, lingtype, constraints=None, timealignable=True, graphicreferences=False, extref=None, param_dict=None): """Add a linguistic type. :param str lingtype: Name of the linguistic type. :param str constraints: Const...
[ "Add", "a", "linguistic", "type", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L239-L266
[ "def", "add_linguistic_type", "(", "self", ",", "lingtype", ",", "constraints", "=", "None", ",", "timealignable", "=", "True", ",", "graphicreferences", "=", "False", ",", "extref", "=", "None", ",", "param_dict", "=", "None", ")", ":", "if", "param_dict", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_linked_file
Add a linked file. :param str file_path: Path of the file. :param str relpath: Relative path of the file. :param str mimetype: Mimetype of the file, if ``None`` it tries to guess it according to the file extension which currently only works for wav, mpg, mpeg and xml. ...
pympi/Elan.py
def add_linked_file(self, file_path, relpath=None, mimetype=None, time_origin=None, ex_from=None): """Add a linked file. :param str file_path: Path of the file. :param str relpath: Relative path of the file. :param str mimetype: Mimetype of the file, if ``None`` ...
def add_linked_file(self, file_path, relpath=None, mimetype=None, time_origin=None, ex_from=None): """Add a linked file. :param str file_path: Path of the file. :param str relpath: Relative path of the file. :param str mimetype: Mimetype of the file, if ``None`` ...
[ "Add", "a", "linked", "file", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L268-L287
[ "def", "add_linked_file", "(", "self", ",", "file_path", ",", "relpath", "=", "None", ",", "mimetype", "=", "None", ",", "time_origin", "=", "None", ",", "ex_from", "=", "None", ")", ":", "if", "mimetype", "is", "None", ":", "mimetype", "=", "self", "....
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_locale
Add a locale. :param str language_code: The language code of the locale. :param str country_code: The country code of the locale. :param str variant: The variant of the locale.
pympi/Elan.py
def add_locale(self, language_code, country_code=None, variant=None): """Add a locale. :param str language_code: The language code of the locale. :param str country_code: The country code of the locale. :param str variant: The variant of the locale. """ self.locales[lang...
def add_locale(self, language_code, country_code=None, variant=None): """Add a locale. :param str language_code: The language code of the locale. :param str country_code: The country code of the locale. :param str variant: The variant of the locale. """ self.locales[lang...
[ "Add", "a", "locale", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L289-L296
[ "def", "add_locale", "(", "self", ",", "language_code", ",", "country_code", "=", "None", ",", "variant", "=", "None", ")", ":", "self", ".", "locales", "[", "language_code", "]", "=", "(", "country_code", ",", "variant", ")" ]
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_ref_annotation
Add a reference annotation. .. note:: When a timepoint matches two annotations the new reference annotation will reference to the first annotation. To circumvent this it's always safer to take the middle of the annotation you want to reference to. :param str id_tier: Name of the...
pympi/Elan.py
def add_ref_annotation(self, id_tier, tier2, time, value='', prev=None, svg=None): """Add a reference annotation. .. note:: When a timepoint matches two annotations the new reference annotation will reference to the first annotation. To circumvent this it's alw...
def add_ref_annotation(self, id_tier, tier2, time, value='', prev=None, svg=None): """Add a reference annotation. .. note:: When a timepoint matches two annotations the new reference annotation will reference to the first annotation. To circumvent this it's alw...
[ "Add", "a", "reference", "annotation", ".", "..", "note", "::", "When", "a", "timepoint", "matches", "two", "annotations", "the", "new", "reference", "annotation", "will", "reference", "to", "the", "first", "annotation", ".", "To", "circumvent", "this", "it", ...
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L306-L337
[ "def", "add_ref_annotation", "(", "self", ",", "id_tier", ",", "tier2", ",", "time", ",", "value", "=", "''", ",", "prev", "=", "None", ",", "svg", "=", "None", ")", ":", "if", "self", ".", "tiers", "[", "id_tier", "]", "[", "0", "]", ":", "raise...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_secondary_linked_file
Add a secondary linked file. :param str file_path: Path of the file. :param str relpath: Relative path of the file. :param str mimetype: Mimetype of the file, if ``None`` it tries to guess it according to the file extension which currently only works for wav, mpg, mpeg a...
pympi/Elan.py
def add_secondary_linked_file(self, file_path, relpath=None, mimetype=None, time_origin=None, assoc_with=None): """Add a secondary linked file. :param str file_path: Path of the file. :param str relpath: Relative path of the file. :param str mimetype: M...
def add_secondary_linked_file(self, file_path, relpath=None, mimetype=None, time_origin=None, assoc_with=None): """Add a secondary linked file. :param str file_path: Path of the file. :param str relpath: Relative path of the file. :param str mimetype: M...
[ "Add", "a", "secondary", "linked", "file", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L339-L358
[ "def", "add_secondary_linked_file", "(", "self", ",", "file_path", ",", "relpath", "=", "None", ",", "mimetype", "=", "None", ",", "time_origin", "=", "None", ",", "assoc_with", "=", "None", ")", ":", "if", "mimetype", "is", "None", ":", "mimetype", "=", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.add_tier
Add a tier. When no linguistic type is given and the default linguistic type is unavailable then the assigned linguistic type will be the first in the list. :param str tier_id: Name of the tier. :param str ling: Linguistic type, if the type is not available it will ...
pympi/Elan.py
def add_tier(self, tier_id, ling='default-lt', parent=None, locale=None, part=None, ann=None, language=None, tier_dict=None): """Add a tier. When no linguistic type is given and the default linguistic type is unavailable then the assigned linguistic type will be the first in the...
def add_tier(self, tier_id, ling='default-lt', parent=None, locale=None, part=None, ann=None, language=None, tier_dict=None): """Add a tier. When no linguistic type is given and the default linguistic type is unavailable then the assigned linguistic type will be the first in the...
[ "Add", "a", "tier", ".", "When", "no", "linguistic", "type", "is", "given", "and", "the", "default", "linguistic", "type", "is", "unavailable", "then", "the", "assigned", "linguistic", "type", "will", "be", "the", "first", "in", "the", "list", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L360-L400
[ "def", "add_tier", "(", "self", ",", "tier_id", ",", "ling", "=", "'default-lt'", ",", "parent", "=", "None", ",", "locale", "=", "None", ",", "part", "=", "None", ",", "ann", "=", "None", ",", "language", "=", "None", ",", "tier_dict", "=", "None", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.clean_time_slots
Clean up all unused timeslots. .. warning:: This can and will take time for larger tiers. When you want to do a lot of operations on a lot of tiers please unset the flags for cleaning in the functions so that the cleaning is only performed afterwards.
pympi/Elan.py
def clean_time_slots(self): """Clean up all unused timeslots. .. warning:: This can and will take time for larger tiers. When you want to do a lot of operations on a lot of tiers please unset the flags for cleaning in the functions so that the cleaning is only performed afterwa...
def clean_time_slots(self): """Clean up all unused timeslots. .. warning:: This can and will take time for larger tiers. When you want to do a lot of operations on a lot of tiers please unset the flags for cleaning in the functions so that the cleaning is only performed afterwa...
[ "Clean", "up", "all", "unused", "timeslots", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L409-L420
[ "def", "clean_time_slots", "(", "self", ")", ":", "ts", "=", "(", "(", "a", "[", "0", "]", ",", "a", "[", "1", "]", ")", "for", "t", "in", "self", ".", "tiers", ".", "values", "(", ")", "for", "a", "in", "t", "[", "0", "]", ".", "values", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.copy_tier
Copies a tier to another :class:`pympi.Elan.Eaf` object. :param pympi.Elan.Eaf eaf_obj: Target Eaf object. :param str tier_name: Name of the tier. :raises KeyError: If the tier doesn't exist.
pympi/Elan.py
def copy_tier(self, eaf_obj, tier_name): """Copies a tier to another :class:`pympi.Elan.Eaf` object. :param pympi.Elan.Eaf eaf_obj: Target Eaf object. :param str tier_name: Name of the tier. :raises KeyError: If the tier doesn't exist. """ if tier_name in eaf_obj.get_tie...
def copy_tier(self, eaf_obj, tier_name): """Copies a tier to another :class:`pympi.Elan.Eaf` object. :param pympi.Elan.Eaf eaf_obj: Target Eaf object. :param str tier_name: Name of the tier. :raises KeyError: If the tier doesn't exist. """ if tier_name in eaf_obj.get_tie...
[ "Copies", "a", "tier", "to", "another", ":", "class", ":", "pympi", ".", "Elan", ".", "Eaf", "object", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L422-L434
[ "def", "copy_tier", "(", "self", ",", "eaf_obj", ",", "tier_name", ")", ":", "if", "tier_name", "in", "eaf_obj", ".", "get_tier_names", "(", ")", ":", "eaf_obj", ".", "remove_tier", "(", "tier_name", ")", "eaf_obj", ".", "add_tier", "(", "tier_name", ",", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.create_gaps_and_overlaps_tier
Create a tier with the gaps and overlaps of the annotations. For types see :func:`get_gaps_and_overlaps` :param str tier1: Name of the first tier. :param str tier2: Name of the second tier. :param str tier_name: Name of the new tier, if ``None`` the name will ...
pympi/Elan.py
def create_gaps_and_overlaps_tier(self, tier1, tier2, tier_name=None, maxlen=-1, fast=False): """Create a tier with the gaps and overlaps of the annotations. For types see :func:`get_gaps_and_overlaps` :param str tier1: Name of the first tier. :para...
def create_gaps_and_overlaps_tier(self, tier1, tier2, tier_name=None, maxlen=-1, fast=False): """Create a tier with the gaps and overlaps of the annotations. For types see :func:`get_gaps_and_overlaps` :param str tier1: Name of the first tier. :para...
[ "Create", "a", "tier", "with", "the", "gaps", "and", "overlaps", "of", "the", "annotations", ".", "For", "types", "see", ":", "func", ":", "get_gaps_and_overlaps" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L436-L464
[ "def", "create_gaps_and_overlaps_tier", "(", "self", ",", "tier1", ",", "tier2", ",", "tier_name", "=", "None", ",", "maxlen", "=", "-", "1", ",", "fast", "=", "False", ")", ":", "if", "tier_name", "is", "None", ":", "tier_name", "=", "'{}_{}_ftos'", "."...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.extract
Extracts the selected time frame as a new object. :param int start: Start time. :param int end: End time. :returns: class:`pympi.Elan.Eaf` object containing the extracted frame.
pympi/Elan.py
def extract(self, start, end): """Extracts the selected time frame as a new object. :param int start: Start time. :param int end: End time. :returns: class:`pympi.Elan.Eaf` object containing the extracted frame. """ from copy import deepcopy eaf_out = deepcopy(se...
def extract(self, start, end): """Extracts the selected time frame as a new object. :param int start: Start time. :param int end: End time. :returns: class:`pympi.Elan.Eaf` object containing the extracted frame. """ from copy import deepcopy eaf_out = deepcopy(se...
[ "Extracts", "the", "selected", "time", "frame", "as", "a", "new", "object", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L466-L480
[ "def", "extract", "(", "self", ",", "start", ",", "end", ")", ":", "from", "copy", "import", "deepcopy", "eaf_out", "=", "deepcopy", "(", "self", ")", "for", "t", "in", "eaf_out", ".", "get_tier_names", "(", ")", ":", "for", "ab", ",", "ae", ",", "...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.filter_annotations
Filter annotations in a tier using an exclusive and/or inclusive filter. :param str tier: Name of the tier. :param str tier_name: Name of the output tier, when ``None`` the name will be generated. :param list filtin: List of strings to be included, if None all an...
pympi/Elan.py
def filter_annotations(self, tier, tier_name=None, filtin=None, filtex=None, regex=False, safe=False): """Filter annotations in a tier using an exclusive and/or inclusive filter. :param str tier: Name of the tier. :param str tier_name: Name of the output tier,...
def filter_annotations(self, tier, tier_name=None, filtin=None, filtex=None, regex=False, safe=False): """Filter annotations in a tier using an exclusive and/or inclusive filter. :param str tier: Name of the tier. :param str tier_name: Name of the output tier,...
[ "Filter", "annotations", "in", "a", "tier", "using", "an", "exclusive", "and", "/", "or", "inclusive", "filter", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L482-L512
[ "def", "filter_annotations", "(", "self", ",", "tier", ",", "tier_name", "=", "None", ",", "filtin", "=", "None", ",", "filtex", "=", "None", ",", "regex", "=", "False", ",", "safe", "=", "False", ")", ":", "if", "tier_name", "is", "None", ":", "tier...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.generate_annotation_id
Generate the next annotation id, this function is mainly used internally.
pympi/Elan.py
def generate_annotation_id(self): """Generate the next annotation id, this function is mainly used internally. """ if not self.maxaid: valid_anns = [int(''.join(filter(str.isdigit, a))) for a in self.timeslots] self.maxaid = max(valid_ann...
def generate_annotation_id(self): """Generate the next annotation id, this function is mainly used internally. """ if not self.maxaid: valid_anns = [int(''.join(filter(str.isdigit, a))) for a in self.timeslots] self.maxaid = max(valid_ann...
[ "Generate", "the", "next", "annotation", "id", "this", "function", "is", "mainly", "used", "internally", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L514-L524
[ "def", "generate_annotation_id", "(", "self", ")", ":", "if", "not", "self", ".", "maxaid", ":", "valid_anns", "=", "[", "int", "(", "''", ".", "join", "(", "filter", "(", "str", ".", "isdigit", ",", "a", ")", ")", ")", "for", "a", "in", "self", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.generate_ts_id
Generate the next timeslot id, this function is mainly used internally :param int time: Initial time to assign to the timeslot. :raises ValueError: If the time is negative.
pympi/Elan.py
def generate_ts_id(self, time=None): """Generate the next timeslot id, this function is mainly used internally :param int time: Initial time to assign to the timeslot. :raises ValueError: If the time is negative. """ if time and time < 0: raise ValueError('Ti...
def generate_ts_id(self, time=None): """Generate the next timeslot id, this function is mainly used internally :param int time: Initial time to assign to the timeslot. :raises ValueError: If the time is negative. """ if time and time < 0: raise ValueError('Ti...
[ "Generate", "the", "next", "timeslot", "id", "this", "function", "is", "mainly", "used", "internally" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L526-L543
[ "def", "generate_ts_id", "(", "self", ",", "time", "=", "None", ")", ":", "if", "time", "and", "time", "<", "0", ":", "raise", "ValueError", "(", "'Time is negative...'", ")", "if", "not", "self", ".", "maxts", ":", "valid_ts", "=", "[", "int", "(", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_annotation_data_at_time
Give the annotations at the given time. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_at_time` for the format. :param str id_tier: Name of the tier. :param int time: Time of the annotation. :returns: List of annotations ...
pympi/Elan.py
def get_annotation_data_at_time(self, id_tier, time): """Give the annotations at the given time. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_at_time` for the format. :param str id_tier: Name of the tier. :param int tim...
def get_annotation_data_at_time(self, id_tier, time): """Give the annotations at the given time. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_at_time` for the format. :param str id_tier: Name of the tier. :param int tim...
[ "Give", "the", "annotations", "at", "the", "given", "time", ".", "When", "the", "tier", "contains", "reference", "annotations", "this", "will", "be", "returned", "check", ":", "func", ":", "get_ref_annotation_data_at_time", "for", "the", "format", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L545-L561
[ "def", "get_annotation_data_at_time", "(", "self", ",", "id_tier", ",", "time", ")", ":", "if", "self", ".", "tiers", "[", "id_tier", "]", "[", "1", "]", ":", "return", "self", ".", "get_ref_annotation_at_time", "(", "id_tier", ",", "time", ")", "anns", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_annotation_data_after_time
Give the annotation before a given time. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_before_time` for the format. If an annotation overlaps with ``time`` that annotation will be returned. :param str id_tier: Name of the tier. ...
pympi/Elan.py
def get_annotation_data_after_time(self, id_tier, time): """Give the annotation before a given time. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_before_time` for the format. If an annotation overlaps with ``time`` that annotati...
def get_annotation_data_after_time(self, id_tier, time): """Give the annotation before a given time. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_before_time` for the format. If an annotation overlaps with ``time`` that annotati...
[ "Give", "the", "annotation", "before", "a", "given", "time", ".", "When", "the", "tier", "contains", "reference", "annotations", "this", "will", "be", "returned", "check", ":", "func", ":", "get_ref_annotation_data_before_time", "for", "the", "format", ".", "If"...
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L563-L580
[ "def", "get_annotation_data_after_time", "(", "self", ",", "id_tier", ",", "time", ")", ":", "if", "self", ".", "tiers", "[", "id_tier", "]", "[", "1", "]", ":", "return", "self", ".", "get_ref_annotation_after_time", "(", "id_tier", ",", "time", ")", "bef...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_annotation_data_before_time
Give the annotation before a given time. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_before_time` for the format. If an annotation overlaps with ``time`` that annotation will be returned. :param str id_tier: Name of the tier. ...
pympi/Elan.py
def get_annotation_data_before_time(self, id_tier, time): """Give the annotation before a given time. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_before_time` for the format. If an annotation overlaps with ``time`` that annotat...
def get_annotation_data_before_time(self, id_tier, time): """Give the annotation before a given time. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_before_time` for the format. If an annotation overlaps with ``time`` that annotat...
[ "Give", "the", "annotation", "before", "a", "given", "time", ".", "When", "the", "tier", "contains", "reference", "annotations", "this", "will", "be", "returned", "check", ":", "func", ":", "get_ref_annotation_data_before_time", "for", "the", "format", ".", "If"...
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L582-L598
[ "def", "get_annotation_data_before_time", "(", "self", ",", "id_tier", ",", "time", ")", ":", "if", "self", ".", "tiers", "[", "id_tier", "]", "[", "1", "]", ":", "return", "self", ".", "get_ref_annotation_before_time", "(", "id_tier", ",", "time", ")", "b...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_annotation_data_between_times
Gives the annotations within the times. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_between_times` for the format. :param str id_tier: Name of the tier. :param int start: Start time of the annotation. :param int end: E...
pympi/Elan.py
def get_annotation_data_between_times(self, id_tier, start, end): """Gives the annotations within the times. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_between_times` for the format. :param str id_tier: Name of the tier. ...
def get_annotation_data_between_times(self, id_tier, start, end): """Gives the annotations within the times. When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_between_times` for the format. :param str id_tier: Name of the tier. ...
[ "Gives", "the", "annotations", "within", "the", "times", ".", "When", "the", "tier", "contains", "reference", "annotations", "this", "will", "be", "returned", "check", ":", "func", ":", "get_ref_annotation_data_between_times", "for", "the", "format", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L600-L616
[ "def", "get_annotation_data_between_times", "(", "self", ",", "id_tier", ",", "start", ",", "end", ")", ":", "if", "self", ".", "tiers", "[", "id_tier", "]", "[", "1", "]", ":", "return", "self", ".", "get_ref_annotation_data_between_times", "(", "id_tier", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_annotation_data_for_tier
Gives a list of annotations of the form: ``(begin, end, value)`` When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_for_tier` for the format. :param str id_tier: Name of the tier. :raises KeyError: If the tier is non existent.
pympi/Elan.py
def get_annotation_data_for_tier(self, id_tier): """Gives a list of annotations of the form: ``(begin, end, value)`` When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_for_tier` for the format. :param str id_tier: Name of the tier. ...
def get_annotation_data_for_tier(self, id_tier): """Gives a list of annotations of the form: ``(begin, end, value)`` When the tier contains reference annotations this will be returned, check :func:`get_ref_annotation_data_for_tier` for the format. :param str id_tier: Name of the tier. ...
[ "Gives", "a", "list", "of", "annotations", "of", "the", "form", ":", "(", "begin", "end", "value", ")", "When", "the", "tier", "contains", "reference", "annotations", "this", "will", "be", "returned", "check", ":", "func", ":", "get_ref_annotation_data_for_tie...
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L618-L630
[ "def", "get_annotation_data_for_tier", "(", "self", ",", "id_tier", ")", ":", "if", "self", ".", "tiers", "[", "id_tier", "]", "[", "1", "]", ":", "return", "self", ".", "get_ref_annotation_data_for_tier", "(", "id_tier", ")", "a", "=", "self", ".", "tiers...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_child_tiers_for
Give all child tiers for a tier. :param str id_tier: Name of the tier. :returns: List of all children :raises KeyError: If the tier is non existent.
pympi/Elan.py
def get_child_tiers_for(self, id_tier): """Give all child tiers for a tier. :param str id_tier: Name of the tier. :returns: List of all children :raises KeyError: If the tier is non existent. """ self.tiers[id_tier] return [m for m in self.tiers if 'PARENT_REF' i...
def get_child_tiers_for(self, id_tier): """Give all child tiers for a tier. :param str id_tier: Name of the tier. :returns: List of all children :raises KeyError: If the tier is non existent. """ self.tiers[id_tier] return [m for m in self.tiers if 'PARENT_REF' i...
[ "Give", "all", "child", "tiers", "for", "a", "tier", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L632-L641
[ "def", "get_child_tiers_for", "(", "self", ",", "id_tier", ")", ":", "self", ".", "tiers", "[", "id_tier", "]", "return", "[", "m", "for", "m", "in", "self", ".", "tiers", "if", "'PARENT_REF'", "in", "self", ".", "tiers", "[", "m", "]", "[", "2", "...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_full_time_interval
Give the full time interval of the file. Note that the real interval can be longer because the sound file attached can be longer. :returns: Tuple of the form: ``(min_time, max_time)``.
pympi/Elan.py
def get_full_time_interval(self): """Give the full time interval of the file. Note that the real interval can be longer because the sound file attached can be longer. :returns: Tuple of the form: ``(min_time, max_time)``. """ return (0, 0) if not self.timeslots else\ ...
def get_full_time_interval(self): """Give the full time interval of the file. Note that the real interval can be longer because the sound file attached can be longer. :returns: Tuple of the form: ``(min_time, max_time)``. """ return (0, 0) if not self.timeslots else\ ...
[ "Give", "the", "full", "time", "interval", "of", "the", "file", ".", "Note", "that", "the", "real", "interval", "can", "be", "longer", "because", "the", "sound", "file", "attached", "can", "be", "longer", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L643-L650
[ "def", "get_full_time_interval", "(", "self", ")", ":", "return", "(", "0", ",", "0", ")", "if", "not", "self", ".", "timeslots", "else", "(", "min", "(", "self", ".", "timeslots", ".", "values", "(", ")", ")", ",", "max", "(", "self", ".", "timesl...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_gaps_and_overlaps
Give gaps and overlaps. The return types are shown in the table below. The string will be of the format: ``id_tiername_tiername``. .. note:: There is also a faster method: :func:`get_gaps_and_overlaps2` For example when a gap occurs between tier1 and tier2 and they are called ``speaker...
pympi/Elan.py
def get_gaps_and_overlaps(self, tier1, tier2, maxlen=-1): """Give gaps and overlaps. The return types are shown in the table below. The string will be of the format: ``id_tiername_tiername``. .. note:: There is also a faster method: :func:`get_gaps_and_overlaps2` For example when a gap...
def get_gaps_and_overlaps(self, tier1, tier2, maxlen=-1): """Give gaps and overlaps. The return types are shown in the table below. The string will be of the format: ``id_tiername_tiername``. .. note:: There is also a faster method: :func:`get_gaps_and_overlaps2` For example when a gap...
[ "Give", "gaps", "and", "overlaps", ".", "The", "return", "types", "are", "shown", "in", "the", "table", "below", ".", "The", "string", "will", "be", "of", "the", "format", ":", "id_tiername_tiername", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L652-L751
[ "def", "get_gaps_and_overlaps", "(", "self", ",", "tier1", ",", "tier2", ",", "maxlen", "=", "-", "1", ")", ":", "spkr1anns", "=", "sorted", "(", "(", "self", ".", "timeslots", "[", "a", "[", "0", "]", "]", ",", "self", ".", "timeslots", "[", "a", ...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_gaps_and_overlaps2
Faster variant of :func:`get_gaps_and_overlaps`. Faster in this case means almost 100 times faster... :param str tier1: Name of the first tier. :param str tier2: Name of the second tier. :param int maxlen: Maximum length of gaps (skip longer ones), if ``-1`` n...
pympi/Elan.py
def get_gaps_and_overlaps2(self, tier1, tier2, maxlen=-1): """Faster variant of :func:`get_gaps_and_overlaps`. Faster in this case means almost 100 times faster... :param str tier1: Name of the first tier. :param str tier2: Name of the second tier. :param int maxlen: Maximum len...
def get_gaps_and_overlaps2(self, tier1, tier2, maxlen=-1): """Faster variant of :func:`get_gaps_and_overlaps`. Faster in this case means almost 100 times faster... :param str tier1: Name of the first tier. :param str tier2: Name of the second tier. :param int maxlen: Maximum len...
[ "Faster", "variant", "of", ":", "func", ":", "get_gaps_and_overlaps", ".", "Faster", "in", "this", "case", "means", "almost", "100", "times", "faster", "..." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L753-L782
[ "def", "get_gaps_and_overlaps2", "(", "self", ",", "tier1", ",", "tier2", ",", "maxlen", "=", "-", "1", ")", ":", "ad", "=", "sorted", "(", "(", "(", "a", ",", "i", "+", "1", ")", "for", "i", ",", "t", "in", "enumerate", "(", "[", "tier1", ",",...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_ref_annotation_at_time
Give the ref annotations at the given time of the form ``[(start, end, value, refvalue)]`` :param str tier: Name of the tier. :param int time: Time of the annotation of the parent. :returns: List of annotations at that time. :raises KeyError: If the tier is non existent.
pympi/Elan.py
def get_ref_annotation_at_time(self, tier, time): """Give the ref annotations at the given time of the form ``[(start, end, value, refvalue)]`` :param str tier: Name of the tier. :param int time: Time of the annotation of the parent. :returns: List of annotations at that time. ...
def get_ref_annotation_at_time(self, tier, time): """Give the ref annotations at the given time of the form ``[(start, end, value, refvalue)]`` :param str tier: Name of the tier. :param int time: Time of the annotation of the parent. :returns: List of annotations at that time. ...
[ "Give", "the", "ref", "annotations", "at", "the", "given", "time", "of", "the", "form", "[", "(", "start", "end", "value", "refvalue", ")", "]" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L877-L893
[ "def", "get_ref_annotation_at_time", "(", "self", ",", "tier", ",", "time", ")", ":", "bucket", "=", "[", "]", "for", "aid", ",", "(", "ref", ",", "value", ",", "_", ",", "_", ")", "in", "self", ".", "tiers", "[", "tier", "]", "[", "1", "]", "....
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_ref_annotation_data_after_time
Give the ref annotation after a time. If an annotation overlaps with `ktime`` that annotation will be returned. :param str id_tier: Name of the tier. :param int time: Time to get the annotation after. :returns: Annotation after that time in a list :raises KeyError: If the tier i...
pympi/Elan.py
def get_ref_annotation_data_after_time(self, id_tier, time): """Give the ref annotation after a time. If an annotation overlaps with `ktime`` that annotation will be returned. :param str id_tier: Name of the tier. :param int time: Time to get the annotation after. :returns: Anno...
def get_ref_annotation_data_after_time(self, id_tier, time): """Give the ref annotation after a time. If an annotation overlaps with `ktime`` that annotation will be returned. :param str id_tier: Name of the tier. :param int time: Time to get the annotation after. :returns: Anno...
[ "Give", "the", "ref", "annotation", "after", "a", "time", ".", "If", "an", "annotation", "overlaps", "with", "ktime", "that", "annotation", "will", "be", "returned", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L895-L909
[ "def", "get_ref_annotation_data_after_time", "(", "self", ",", "id_tier", ",", "time", ")", ":", "befores", "=", "self", ".", "get_ref_annotation_data_between_times", "(", "id_tier", ",", "time", ",", "self", ".", "get_full_time_interval", "(", ")", ")", "if", "...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_ref_annotation_data_before_time
Give the ref annotation before a time. If an annotation overlaps with ``time`` that annotation will be returned. :param str id_tier: Name of the tier. :param int time: Time to get the annotation before. :returns: Annotation before that time in a list :raises KeyError: If the tie...
pympi/Elan.py
def get_ref_annotation_data_before_time(self, id_tier, time): """Give the ref annotation before a time. If an annotation overlaps with ``time`` that annotation will be returned. :param str id_tier: Name of the tier. :param int time: Time to get the annotation before. :returns: A...
def get_ref_annotation_data_before_time(self, id_tier, time): """Give the ref annotation before a time. If an annotation overlaps with ``time`` that annotation will be returned. :param str id_tier: Name of the tier. :param int time: Time to get the annotation before. :returns: A...
[ "Give", "the", "ref", "annotation", "before", "a", "time", ".", "If", "an", "annotation", "overlaps", "with", "time", "that", "annotation", "will", "be", "returned", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L911-L924
[ "def", "get_ref_annotation_data_before_time", "(", "self", ",", "id_tier", ",", "time", ")", ":", "befores", "=", "self", ".", "get_ref_annotation_data_between_times", "(", "id_tier", ",", "0", ",", "time", ")", "if", "befores", ":", "return", "[", "max", "(",...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_ref_annotation_data_between_times
Give the ref annotations between times of the form ``[(start, end, value, refvalue)]`` :param str tier: Name of the tier. :param int start: End time of the annotation of the parent. :param int end: Start time of the annotation of the parent. :returns: List of annotations at that...
pympi/Elan.py
def get_ref_annotation_data_between_times(self, id_tier, start, end): """Give the ref annotations between times of the form ``[(start, end, value, refvalue)]`` :param str tier: Name of the tier. :param int start: End time of the annotation of the parent. :param int end: Start ti...
def get_ref_annotation_data_between_times(self, id_tier, start, end): """Give the ref annotations between times of the form ``[(start, end, value, refvalue)]`` :param str tier: Name of the tier. :param int start: End time of the annotation of the parent. :param int end: Start ti...
[ "Give", "the", "ref", "annotations", "between", "times", "of", "the", "form", "[", "(", "start", "end", "value", "refvalue", ")", "]" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L926-L943
[ "def", "get_ref_annotation_data_between_times", "(", "self", ",", "id_tier", ",", "start", ",", "end", ")", ":", "bucket", "=", "[", "]", "for", "aid", ",", "(", "ref", ",", "value", ",", "_", ",", "_", ")", "in", "self", ".", "tiers", "[", "id_tier"...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_ref_annotation_data_for_tier
Give a list of all reference annotations of the form: ``[(start, end, value, refvalue)]`` :param str id_tier: Name of the tier. :raises KeyError: If the tier is non existent. :returns: Reference annotations within that tier.
pympi/Elan.py
def get_ref_annotation_data_for_tier(self, id_tier): """"Give a list of all reference annotations of the form: ``[(start, end, value, refvalue)]`` :param str id_tier: Name of the tier. :raises KeyError: If the tier is non existent. :returns: Reference annotations within that tie...
def get_ref_annotation_data_for_tier(self, id_tier): """"Give a list of all reference annotations of the form: ``[(start, end, value, refvalue)]`` :param str id_tier: Name of the tier. :raises KeyError: If the tier is non existent. :returns: Reference annotations within that tie...
[ "Give", "a", "list", "of", "all", "reference", "annotations", "of", "the", "form", ":", "[", "(", "start", "end", "value", "refvalue", ")", "]" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L945-L958
[ "def", "get_ref_annotation_data_for_tier", "(", "self", ",", "id_tier", ")", ":", "bucket", "=", "[", "]", "for", "aid", ",", "(", "ref", ",", "value", ",", "prev", ",", "_", ")", "in", "self", ".", "tiers", "[", "id_tier", "]", "[", "1", "]", ".",...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_parent_aligned_annotation
Give the aligment annotation that a reference annotation belongs to directly, or indirectly through other reference annotations. :param str ref_id: Id of a reference annotation. :raises KeyError: If no annotation exists with the id or if it belongs to an alignment annotation. :returns: T...
pympi/Elan.py
def get_parent_aligned_annotation(self, ref_id): """" Give the aligment annotation that a reference annotation belongs to directly, or indirectly through other reference annotations. :param str ref_id: Id of a reference annotation. :raises KeyError: If no annotation exists with the id or...
def get_parent_aligned_annotation(self, ref_id): """" Give the aligment annotation that a reference annotation belongs to directly, or indirectly through other reference annotations. :param str ref_id: Id of a reference annotation. :raises KeyError: If no annotation exists with the id or...
[ "Give", "the", "aligment", "annotation", "that", "a", "reference", "annotation", "belongs", "to", "directly", "or", "indirectly", "through", "other", "reference", "annotations", ".", ":", "param", "str", "ref_id", ":", "Id", "of", "a", "reference", "annotation",...
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L960-L972
[ "def", "get_parent_aligned_annotation", "(", "self", ",", "ref_id", ")", ":", "parentTier", "=", "self", ".", "tiers", "[", "self", ".", "annotations", "[", "ref_id", "]", "]", "while", "\"PARENT_REF\"", "in", "parentTier", "[", "2", "]", "and", "len", "("...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.get_tier_ids_for_linguistic_type
Give a list of all tiers matching a linguistic type. :param str ling_type: Name of the linguistic type. :param str parent: Only match tiers from this parent, when ``None`` this option will be ignored. :returns: List of tiernames. :raises KeyError: If a tier or...
pympi/Elan.py
def get_tier_ids_for_linguistic_type(self, ling_type, parent=None): """Give a list of all tiers matching a linguistic type. :param str ling_type: Name of the linguistic type. :param str parent: Only match tiers from this parent, when ``None`` this option will be ignor...
def get_tier_ids_for_linguistic_type(self, ling_type, parent=None): """Give a list of all tiers matching a linguistic type. :param str ling_type: Name of the linguistic type. :param str parent: Only match tiers from this parent, when ``None`` this option will be ignor...
[ "Give", "a", "list", "of", "all", "tiers", "matching", "a", "linguistic", "type", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L978-L989
[ "def", "get_tier_ids_for_linguistic_type", "(", "self", ",", "ling_type", ",", "parent", "=", "None", ")", ":", "return", "[", "t", "for", "t", "in", "self", ".", "tiers", "if", "self", ".", "tiers", "[", "t", "]", "[", "2", "]", "[", "'LINGUISTIC_TYPE...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.insert_annotation
.. deprecated:: 1.2 Use :func:`add_annotation` instead.
pympi/Elan.py
def insert_annotation(self, id_tier, start, end, value='', svg_ref=None): """.. deprecated:: 1.2 Use :func:`add_annotation` instead. """ return self.add_annotation(id_tier, start, end, value, svg_ref)
def insert_annotation(self, id_tier, start, end, value='', svg_ref=None): """.. deprecated:: 1.2 Use :func:`add_annotation` instead. """ return self.add_annotation(id_tier, start, end, value, svg_ref)
[ "..", "deprecated", "::", "1", ".", "2" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L998-L1003
[ "def", "insert_annotation", "(", "self", ",", "id_tier", ",", "start", ",", "end", ",", "value", "=", "''", ",", "svg_ref", "=", "None", ")", ":", "return", "self", ".", "add_annotation", "(", "id_tier", ",", "start", ",", "end", ",", "value", ",", "...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.insert_ref_annotation
.. deprecated:: 1.2 Use :func:`add_ref_annotation` instead.
pympi/Elan.py
def insert_ref_annotation(self, id_tier, tier2, time, value='', prev=None, svg=None): """.. deprecated:: 1.2 Use :func:`add_ref_annotation` instead. """ return self.add_ref_annotation(id_tier, tier2, time, value, prev, svg)
def insert_ref_annotation(self, id_tier, tier2, time, value='', prev=None, svg=None): """.. deprecated:: 1.2 Use :func:`add_ref_annotation` instead. """ return self.add_ref_annotation(id_tier, tier2, time, value, prev, svg)
[ "..", "deprecated", "::", "1", ".", "2" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L1005-L1011
[ "def", "insert_ref_annotation", "(", "self", ",", "id_tier", ",", "tier2", ",", "time", ",", "value", "=", "''", ",", "prev", "=", "None", ",", "svg", "=", "None", ")", ":", "return", "self", ".", "add_ref_annotation", "(", "id_tier", ",", "tier2", ","...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.merge_tiers
Merge tiers into a new tier and when the gap is lower then the threshhold glue the annotations together. :param list tiers: List of tier names. :param str tiernew: Name for the new tier, if ``None`` the name will be generated. :param int gapt: Threshhold for ...
pympi/Elan.py
def merge_tiers(self, tiers, tiernew=None, gapt=0, sep='_', safe=False): """Merge tiers into a new tier and when the gap is lower then the threshhold glue the annotations together. :param list tiers: List of tier names. :param str tiernew: Name for the new tier, if ``None`` the name wil...
def merge_tiers(self, tiers, tiernew=None, gapt=0, sep='_', safe=False): """Merge tiers into a new tier and when the gap is lower then the threshhold glue the annotations together. :param list tiers: List of tier names. :param str tiernew: Name for the new tier, if ``None`` the name wil...
[ "Merge", "tiers", "into", "a", "new", "tier", "and", "when", "the", "gap", "is", "lower", "then", "the", "threshhold", "glue", "the", "annotations", "together", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L1013-L1047
[ "def", "merge_tiers", "(", "self", ",", "tiers", ",", "tiernew", "=", "None", ",", "gapt", "=", "0", ",", "sep", "=", "'_'", ",", "safe", "=", "False", ")", ":", "if", "tiernew", "is", "None", ":", "tiernew", "=", "u'{}_merged'", ".", "format", "("...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.remove_all_annotations_from_tier
remove all annotations from a tier :param str id_tier: Name of the tier. :raises KeyError: If the tier is non existent.
pympi/Elan.py
def remove_all_annotations_from_tier(self, id_tier, clean=True): """remove all annotations from a tier :param str id_tier: Name of the tier. :raises KeyError: If the tier is non existent. """ for aid in self.tiers[id_tier][0]: del(self.annotations[aid]) for a...
def remove_all_annotations_from_tier(self, id_tier, clean=True): """remove all annotations from a tier :param str id_tier: Name of the tier. :raises KeyError: If the tier is non existent. """ for aid in self.tiers[id_tier][0]: del(self.annotations[aid]) for a...
[ "remove", "all", "annotations", "from", "a", "tier" ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L1049-L1063
[ "def", "remove_all_annotations_from_tier", "(", "self", ",", "id_tier", ",", "clean", "=", "True", ")", ":", "for", "aid", "in", "self", ".", "tiers", "[", "id_tier", "]", "[", "0", "]", ":", "del", "(", "self", ".", "annotations", "[", "aid", "]", "...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.remove_annotation
Remove an annotation in a tier, if you need speed the best thing is to clean the timeslots after the last removal. When the tier contains reference annotations :func:`remove_ref_annotation` will be executed instead. :param str id_tier: Name of the tier. :param int time: Timepoin...
pympi/Elan.py
def remove_annotation(self, id_tier, time, clean=True): """Remove an annotation in a tier, if you need speed the best thing is to clean the timeslots after the last removal. When the tier contains reference annotations :func:`remove_ref_annotation` will be executed instead. :par...
def remove_annotation(self, id_tier, time, clean=True): """Remove an annotation in a tier, if you need speed the best thing is to clean the timeslots after the last removal. When the tier contains reference annotations :func:`remove_ref_annotation` will be executed instead. :par...
[ "Remove", "an", "annotation", "in", "a", "tier", "if", "you", "need", "speed", "the", "best", "thing", "is", "to", "clean", "the", "timeslots", "after", "the", "last", "removal", ".", "When", "the", "tier", "contains", "reference", "annotations", ":", "fun...
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L1065-L1088
[ "def", "remove_annotation", "(", "self", ",", "id_tier", ",", "time", ",", "clean", "=", "True", ")", ":", "if", "self", ".", "tiers", "[", "id_tier", "]", "[", "1", "]", ":", "return", "self", ".", "remove_ref_annotation", "(", "id_tier", ",", "time",...
79c747cde45b5ba203ed93154d8c123ac9c3ef56
test
Eaf.remove_cv_description
Remove a controlled vocabulary description. :param str cv_id: Name of the controlled vocabulary. :paarm str cve_id: Name of the entry. :throws KeyError: If there is no controlled vocabulary with that name.
pympi/Elan.py
def remove_cv_description(self, cv_id, lang_ref): """Remove a controlled vocabulary description. :param str cv_id: Name of the controlled vocabulary. :paarm str cve_id: Name of the entry. :throws KeyError: If there is no controlled vocabulary with that name. """ for i, (...
def remove_cv_description(self, cv_id, lang_ref): """Remove a controlled vocabulary description. :param str cv_id: Name of the controlled vocabulary. :paarm str cve_id: Name of the entry. :throws KeyError: If there is no controlled vocabulary with that name. """ for i, (...
[ "Remove", "a", "controlled", "vocabulary", "description", "." ]
dopefishh/pympi
python
https://github.com/dopefishh/pympi/blob/79c747cde45b5ba203ed93154d8c123ac9c3ef56/pympi/Elan.py#L1108-L1118
[ "def", "remove_cv_description", "(", "self", ",", "cv_id", ",", "lang_ref", ")", ":", "for", "i", ",", "(", "l", ",", "d", ")", "in", "reversed", "(", "enumerate", "(", "self", ".", "controlled_vocabularies", "[", "cv_id", "]", "[", "1", "]", ")", ")...
79c747cde45b5ba203ed93154d8c123ac9c3ef56