content
stringlengths
22
815k
id
int64
0
4.91M
def euler_vec(z, y, x, n): """ Return (n,3,3) tensor with each (3,3) block containing an Euler rotation with angles z, y, x. Optionally each of z, y, x can be a vector of length n. """ L = np.zeros((n, 3, 3), "d") cosx, sinx = np.cos(x), np.sin(x) L[:, 0, 0] = 1 L[:, 1, 1] = L[:, 2, ...
40,600
def reloadTexture(path): """ Remove a texture from the texture cache. Removing a texture from cache will result in unloading the texture from the GPU memory, unless another reference to it is kept. """ log.message('Reloading texture %s', path) if path not in _textureCache: log.error(...
40,601
def ReadBenderEllipse( filename, dataFrame=False, headerLine=None, useDefaultColumnNames=True ): """Read in an ellipse fit generated by Bender/Saglia code and store it in a dictionary (or, optionally, a ListDataFrame object). Columns are converted to 1-D numpy arrays. headerLine indicates which lin...
40,602
def getQuote(symbolStringCSV, detailFlag = 'ALL' ): """ Returns the live quote of a single or many companies symbolStringCSV <str> is a comma separated value of tickers detailFlag <'ALL' or 'INTRADAY'> specifies whether all data is returned or just a subset with intraday sample usage: getQuote('TVIX, GOOG'...
40,603
def get_user_resources_permissions_dict(user, request, resource_types=None, resource_ids=None, inherit_groups_permissions=True, resolve_groups_permissions=False): # type: (models.User, Request, Optional[List[Str]], Optional[List[int]], bool, bool) -> ResourcePermissionMap ...
40,604
def set_build_platform(): """ Initialise the build platform. """ global build_platform # Set the platform specific default specification. platdefaults = { "aix": "aix-xlc", "bsd": "bsdi-g++", "cygwin": "cygwin-g++", "darwin": "macx-g++", ...
40,605
def create_new_index(index_name: str): """ Алгоритм внутри по шагам :param index_name: str: название текущей версии индекса :return: new_index_name: str: название обновленного индекса """ print("*" * 10) # получаем новое имя индекса new_index_name = up_index_version(index_name) prin...
40,606
def _parse_slice_str(slice_str): """Parses the given string as a multidimensional array slice and returns a list of slice objects and integer indices.""" is_valid = False if len(slice_str) > 2: is_valid = slice_str[0] == "[" and slice_str[-1] == "]" sliced_inds = [] if is_valid: slice_str_list = ...
40,607
def test_irreg_topo(dans_grid2): """Test D8 routing on a toy irregular topo.""" with pytest.deprecated_call(): fr = FlowRouter(dans_grid2.mg) fr.run_one_step() assert_array_equal(dans_grid2.A_target_D8, dans_grid2.mg.at_node["drainage_area"]) assert_array_equal( dans_grid2.frcvr_targ...
40,608
def plot_many_directions(ax, angles, color='black', marker='d', markersize=3, label=None, label_position='right', weight='normal'): """Loop around `plot_direction` Parameters ---------- ax : figure axes object angles : list of dictionary {'phi':.....
40,609
def test_create_record(client): """ Test create_record """ with open('tests/mocks/create_record.json', 'r') as file_obj: mock_record = json.load(file_obj) assert mock_record if mock_record: response = client.simulate_post('/page/create_record', body=json.dumps(mock_record)) ass...
40,610
def AverageZComparison(x, y): """ Take the average of second and third element in an array and compare which is bigger. To be used in conjunction with the sort function. """ xsum = x[1]+x[2] ysum = y[1]+y[2] if xsum < ysum: return -1 if xsum > ysum: return 1 return 0
40,611
def sparse_copy(src_fname, dst_fname, skip=0, seek=0, length=0, api=None): """ Efficiently copy sparse file to or into another file. src_fname: path to source file dst_fname: path to destination file skip: skip N bytes at thestart of src seek: seek N bytes from the start of dst ...
40,612
def convblock(in_channels, out_channels, kernel_size, stride=1, padding=0, use_bn=True): """ Returns convolution block """ if use_bn: return [ nn.Conv2d(in_channels, out_channels, kernel_size, stride, padding), nn.BatchNorm2d(out_channels), nn.ReLU(True) ...
40,613
def init_db(): """ cria banco de dados e tabelas """ db.create_all()
40,614
def get_caffe_op_type(layer, input_channels=1, output_channels=1): """ Gets the relevant Toolkit Enum for the corresponding Caffe layer stage type. :param layer: The particular layer field of the caffe Net msg that we want to discover the type. :return: StageType Enum """ if isConvolutio...
40,615
def comp_volumes(self): """Compute the Lamination volumes (Vlam, Vvent, Vslot, Vwind) Parameters ---------- self : LamSlotWind A LamSlotWind object Returns ------- V_dict: dict Lamination volume dictionnary (Vlam, Vvent, Vslot, Vwind) [m**3] """ V_dict = LamSlot.c...
40,616
def validate_proper_filter(pathology_name: str, rules): """ Validates a given filter in jQuery format. This function will check the validity of: 1. The type of the filter 2. The column name (if it exists in the metadata of the pathology) 3. The pathology name (if the pathology exists...
40,617
def elliptical_orbit(): """Draw an example of a planet with an elliptical orbit around its star.""" fig, axes = plt.subplots(1, 1) orbit = Ellipse(xy=(0, 0), width=2, height=1.5, facecolor='lightblue') axes.add_artist(orbit) axes.plot([-1, 0], [0, 0]) axes.annotate( 'semi-major axis',...
40,618
def get_date_range_for_date(date_str, interval): """ Given a date string, parse it and derive a range based on the given interval. The interval is inclusive on the lower end, and exclusve on the higher end. For example, given a date str of 2019-03-10 and a 'month' interval, this will return a range ...
40,619
def sigmaStarDFA(sigma=None): """ Given a alphabet S returns the minimal DFA for S* :param sigma: set of symbols :return: DFA .. versionadded:: 1.2""" if sigma is None: raise d = DFA() d.setSigma(sigma) i = d.addState() d.setInitial(i) d.addFinal(i) for a in d.S...
40,620
def card_pendulum_scale(scale): """Validate pendulum scale. Args: scale (int): Card pendulum scale. Raises: exceptions.PendulumScaleInvalid: Pendulum scale must be a integer between 0 and 13. """ try: scale = int(scale) except ValueError: raise excep...
40,621
def submit_scheduled_messages(): """ Get from database on ongoing courses scheduled messages to submit """ data = frappe.db.sql("""select t1.sch_message, t1.start_when, timestampdiff(second, now(), t1.start_when) as age, now() from `tabDestination Item` t1 where t1.parent in (select t2.name from `tabTraining Cours...
40,622
def forall_reduce(pred, l): """TODO : une version de forall utilisant UNIQUEMENT la fonction standard functools.reduce """ pass
40,623
def test_initially_unprocessed(data_for_testing): """ """ wb = DatabaseLandBalancer(database_name="test_db", biosphere="biosphere") ab = ActivityLandBalancer(('test_db', 'A'), wb) assert not ab._processed() ab._identify_strategy() assert not ab._processed() ab._define_balancing_parameters() ...
40,624
def feature_engineer(train, test, bureau, bureau_balance, credit_card_balance, installments_payments, pos_cash_balance, previous_application): """ This function read all the data from the competition and do manual feature engineer to it. :param train: :param test: :param bureau:...
40,625
def is_intersection_line_line_xy(l1, l2): """Determine if two lines intersect in 2d lying in the XY plane. Parameters: l1 (tuple): l2 (tuple): Returns: (bool): True if there is a intersection, False otherwise. """ raise NotImplementedError
40,626
def timestamp_to_datetime(seconds, tz=None): """Returns a datetime.datetime of `seconds` in UTC :param seconds: timestamp relative to the epoch :param tz: timezone of the timestamp """ if tz is None: tz = timezone.utc dt = datetime.fromtimestamp(seconds, tz) return dt.astimezone(tim...
40,627
def initialize(plugins, exclude_regex=None, rootdir='.'): """Scans the entire codebase for high entropy strings, and returns a SecretsCollection object. :type plugins: tuple of detect_secrets.plugins.base.BasePlugin :param plugins: rules to initialize the SecretsCollection with. :type exclude_rege...
40,628
def move_file(filename, destination_dir): """ Move file to destination directory filename: The path of file to be moved destination_dir: Directory to move image into """ os.rename(filename, destination_dir + "/" + filename.split("/")[-1])
40,629
def list_routes(): """List all routes defined for the application.""" import urllib for rule in sorted(app.url_map.iter_rules(), key=lambda r: r.endpoint): methods = ','.join(rule.methods) print urllib.unquote("{:40s} {:40s} {}".format(rule.endpoint, methods, ...
40,630
def recipe_cm360_segmentology(config, account, auth_read, auth_write, recipe_name, date_range, recipe_slug, advertisers): """CM360 funnel analysis using Census data. Args: account (string) - NA auth_read (authentication) - Credentials used for reading data. auth_write (authentication) - Aut...
40,631
def decompose_job_id(job_id): """Thin wrapper around generic decompose_job_id to use our local SPACER.""" return utils_decompose_job_id(job_id, spacer=SPACER)
40,632
def build(P , word_size , first_hidden_size , encoding_size) : """ create entity and relation encoding """ P["W_word_left_input"] = U.initial_weights(2*word_size , first_hidden_size) P["W_word_right_input"] = U.initial_weights(2*word_size , first_hidden_size) P["W_encoding_output"] = U.initial...
40,633
def resample_to_wet_dry_medians(ds, wet_month=None, dry_month=None, inplace=True): """ Takes a xarray dataset/array and a list of wet, dry months which to resample to. An annualised wet and dry season median image for given wet, dry months will be created. For example: one wet, one dry image for ...
40,634
def _plot_error_part(ax, row, digit, offset, size): """Plots a single part of the error.""" # Plot the error part. x = [offset, offset + size] y1 = [row, row] y2 = [row + 1, row + 1] color = _digit_color(digit) ax.fill_between(x, y1, y2, color=color, lw=0) # Label the part if it is larg...
40,635
def validate_path_for_get_public_key(path: list, slip44_id: int) -> bool: """ Checks if path has at least three hardened items and slip44 id matches. The path is allowed to have more than three items, but all the following items have to be non-hardened. """ length = len(path) if length < 3 o...
40,636
def generate_result(pic_type, img_path, predicted_breed=''): """ Generate a result of predicted dog breed for display in Jupyter Notebook. Args: pic_type (str): Type of picture, either 'dog', 'human' or 'error' img_path (str): Path to the image provided by the user predicted_breed (s...
40,637
def main(): """main function, parses params and runs command functions""" # Commands dictionary commands: Dict[str, Callable] = { 'hackerone-report-list': hackerone_report_list_command, 'hackerone-program-list': hackerone_program_list_command } params = demisto.params() verify_...
40,638
def concatSeriesMovies(dataFrame1, dataFrame2): """ Join, concat two dataFrames Parameters: dataFrame1: string The name of the dataFrame the user wants to concat. dataFrame2: string The name of the dataFrame the user wants to concat. Returns: a new ...
40,639
def Pattern7(s): """ Compute the correlator for this pattern: ↓ ○ ↑ ↑ and symmetry-equivalent patterns """ res = 0.0 s = np.pad(s, ((0, 0), (2, 2), (2, 2))) L = s.shape[-1] for i in range(L-2): for j in range(L-2): res += s[0, i, j] * s[0, i+1...
40,640
def save_model(model, model_file): """Save XGBoost model for serving.""" joblib.dump(model, model_file) logging.info("Model export success: %s", model_file)
40,641
def list_camera_ports(): """ Test the ports and returns a tuple with the available ports and the ones that are working """ non_working_ports = [] working_ports = [] available_ports = [] dev_port = 0 while len(non_working_ports) <= 3: # If there are more than 3 non working ports stop the ...
40,642
def parse_taxid_names(file_path): """ Parse the names.dmp file and output a dictionary mapping names to taxids (multiple different keys) and taxids to scientific names. Parameters ---------- file_path : str The path to the names.dmp file. Returns ------- name2taxid : dict ...
40,643
def spec_to_in_spec_list(spec: np.array): """ Split full spectrogram song into list of sub-spectrograms, each of length 400ms :param spec: spec (np.array): 2D input numpy array spectrogram of given song (512 frequency bins x length of song (in 10ms) :return: in_spec_list (list): List of...
40,644
def cache_trial_timing_bins(trials, trials_timing, bin_dur=.010, data_path='.'): """ todo: reinclude a check for bilaterals? """ cpath = os.path.join(data_path, 'caches', 'density') tt = trials_timing tt = add_uid(tt) ttgb = tt.groupby('uid') # load already cached trials and exclu...
40,645
def dn_outfunc(e1, e2, W, V1=None, V2=None, b=None): """Applies a bilinear function based on given parameters. This is a building block of Neural Tensor Network (see the reference paper below). It takes two input variables and one or four parameters, and outputs one variable. To be precise, denote...
40,646
def timsort2(lst: list) -> None: """Sort the given list using the version of timsort from Task 6. """ pass
40,647
def action_can_be_queued(action_type): """ test the action_type whether can be queued Inputs: action_type, int Outputs: true or false """ need_args = actions.RAW_FUNCTIONS[action_type].args result = False for arg in need_args: if arg.name == 'queued': resu...
40,648
def test_bad_headline(): """Test that we raise an exception for this.""" with pytest.raises(CLIException): cliparser( get_test_file("CLI/CLIANC.txt").replace("WEATHER ITEM", "XXXX48"), nwsli_provider=NWSLI_PROVIDER, )
40,649
def bench4(x): """A benchmark function for test purposes. f(x) = float(x) ** 2 where x is a string. It has a single minima with f(x*) = 0 at x* = "0". This benchmark is used for checking support of categorical variables. """ return float(x[0]) ** 2
40,650
def train_tokenizer( train_path: str, output_path: str, strip_accents: bool =False, lowercase: bool = False, vocab_size: int=30_000, min_frequency: int = 10, limit_alphabet:int = 400, num_files=40, ): """ Train tokenizer Arguments: clean_text (bool, optional, defaults to True) – Whether...
40,651
def drop_columns_from_dataframe_if_all_elements_are_nan(df, elements_list=['', '']): """ Takes two parameters: df: Dataframe elements_list: By default it will identify np.nan. If you want to add additional elements, as an example, you can do this ['', ' '] """ m = df.applymap(lambda i:...
40,652
def drop_db(code, confirm_by_typing_db_code_again=None): """ Delete a history database. Parameters ---------- code : str, required the database code confirm_by_typing_db_code_again : str, required enter the db code again to confirm you want to drop the database, its config, ...
40,653
def _nex_group(seq, core, spatial, c_num=4, s_num=4): """Build spatial stream index""" # step 1 ant_num = c_num * s_num seq_diff = np.diff(seq) offset = np.where(seq_diff != 0)[0] offset = np.r_[0, offset + 1] count = np.diff(np.r_[offset, len(seq)]) offset = offset[count == ant_num] ...
40,654
def create_table(): """ 创建表 :return: """ table_name = ["user", "category", "article"] for table in table_name: sql_table = "create class %s" % table command(sql_table)
40,655
async def test_async_init_timeout(circuit): """Test the async initialization time_out.""" async def w3(): await asyncio.sleep(0.1) return 3 logger = TimeLogger('logger') out = edzed.ValuePoll( 'out', func=w3, interval=10, # don't care init_t...
40,656
def compute_diffraction( bundle, key, s, eta, L, nlebedev=74, nomega=12, mode="xray", form="raw", anisotropy="cos2", print_level=False, ): """Compute the I(s, eta) elastic scattering signal for a Bundle. See aimsprop/notes/ued for details on this property. ...
40,657
def convert_dict_id_values_to_strings(dict_list): """This function ensures that the ``id`` keys in a list of dictionaries use string values. :param dict_list: List (or tuple) of dictionaries (or a single dictionary) containing API object data :type dict_list: list, tuple, dict, None :returns: A new dic...
40,658
def delete_images(request): """ Deletes images which are passed via HTTP query. """ Image.objects.filter(pk__in=request.POST.getlist("images")).delete() return HttpResponseRedirect(reverse("lfs_manage_global_images"))
40,659
def is_requirements_file(location): """ Return True if the ``location`` is likely for a pip requirements file. For example:: >>> is_requirements_file('dev-requirements.txt') True >>> is_requirements_file('requirements.txt') True >>> is_requirements_file('requirements.in') True >...
40,660
def test_semple_data_(): """test datA""" from ..sample_data.__init__ import MOCK_DATA assert type(MOCK_DATA) == list
40,661
def bisect_steps_remaining(): """Estimate of remaining steps, including the current one. This is an approximation.""" # https://github.com/git/git/blob/566a1439f6f56c2171b8853ddbca0ad3f5098770/bisect.c#L1043 return floor(log(bisect_revisions(), 2))
40,662
def create_lstm_model(fingerprint_input, model_settings, model_size_info, is_training): """Builds a model with a lstm layer (with output projection layer and peep-hole connections) Based on model described in https://arxiv.org/abs/1705.02411 model_size_info: [projection size, memo...
40,663
def line_plot_poi(lines: dict, poi: list, poi_alpha=.3, **args): """ Plots up to 3 lines with points of interest, shaded red. """ assert len(lines) < 3 # For visibility. fig, ax = plt.subplots() sns.lineplot(data=Df(lines)).set(**args) highlight = sns.color_palette()[3] for a, b in po...
40,664
def lostmode(disable,search,id,message): """Enable (or disable with --disable flag) lost mode for a device.""" global api if search == None and id == None: id = click.prompt('Which device?',type=int) if search != None: devices = api.get('mobiledevices/match/' + search + '%') elif id...
40,665
def tile(x: Tensor, count: int, dim=0) -> Tensor: """ Tiles x on dimension dim count times. From OpenNMT. Used for beam search. :param x: tensor to tile :param count: number of tiles :param dim: dimension along which the tensor is tiled :return: tiled tensor """ if isinstance(x, tuple):...
40,666
def cancellable_request(handler: Callable[..., Coroutine[Any, Any, Optional[Any]]]): """this decorator periodically checks if the client disconnected and then will cancel the request and return a 499 code (a la nginx). Usage: decorate the cancellable route and add request: Request as an argument @canc...
40,667
def test_calc_heat_flux_evaporator(): """Test calculation of cooling capacity for chiller 'Broad_01'.""" Q_dots_evap = ac.calc_heat_flux( ddts=[50], coef_s=24.121, coef_r=-553.194, method='kuehn_and_ziegler') assert Q_dots_evap == [652.856]
40,668
def add_central_server_member_delete_global_error_cert(case, client, ss2_host, ss2_username, ss2_password): """ Restores security server after member being deleted in central server :param case: ...
40,669
def get_country_models(model): """ Get all valid domain-specific models for a given model. :param str model: :return: """ domains = get_domain_for(model, country=None) return ['{}{}-K9'.format(model, domain) for domain in domains]
40,670
def FileExtensionMatch(filePath, supportedFileTypeList): """ Check whether the file extension matches any of the supported file types. Parameters ---------- filePath : string File path supportedFileTypeList : list List of supported file extensions """ return (os.path.splitext(filePath)...
40,671
def _cprint_bad_contrast3(fgcolor, bgcolor, bold, underlined): """Returns 1 if one of the conditions of poor contrast is matched """ # black on black with LIGHT BG _c1 = (fgcolor == 8) and (bgcolor == 0) and (CPRINT_PAR["light_background"]) if _c1: return 1 else: return 0
40,672
def download_from_mongo(context, sel_filter, projection): """ Download panda DataFrame from a mongoDB server :param context: execution context :param sel_filter: a SON object specifying elements which must be present for a document to be included in the result set :param proj...
40,673
def paired_histogram( top, top_label, bot, bot_label, title='', figpath='' ): """ Makes a paired histogram of strand bias given two objects of the AmpliCat class Assumes that we have already created the objects and read the csvs. """ # Set up figure fig = plt.figure( figsize=(12,6) ) ax1...
40,674
def sign2(screen, sign): """Displays hint 2""" a = pygame.image.load('stuff/backgrounds/Frame.png') b = pygame.transform.scale(a, (500, 100)) font = pygame.font.Font(None, 35) message = font.render("Home Sweet Home", 1, (255, 255, 255)) if si...
40,675
def create_group(current_session, groupname, description): """ Creates a group and returns it """ return gp.create_group(current_session, groupname, description)
40,676
def call_api(endpoint): """ Build the API URL and request data :param str endpoint: specific api endpoint to hit :return response: server's reponse to the request """ url = BASE_URL + endpoint try: # try to get json data response = requests.get(url).json() except ValueError: # ...
40,677
def test_entropy_upper_bound(dist): """ H(X) <= log(|X|) """ h = H(dist) logX = np.log2(len(dist.outcomes)) assert h <= logX + epsilon
40,678
def initializeDiscFileTree( refreshGui ): """ Called when first loading a disc or root folder, to clear/update the GUI. """ global unsavedDiscChanges unsavedDiscChanges = [] Gui.isoFileTreeBg.place_forget() # Removes the background image if present # Delete the current items in the tree for item in Gu...
40,679
def test_pop(dll_fixture): """Test the pop method on doubly linked list.""" dll_fixture.push('one') dll_fixture.push('two') dll_fixture.push('three') assert dll_fixture.pop() == 'three'
40,680
def test_callable_args(func, args): """ Return True when this function can be called with the given arguments. """ assert isinstance(args, (list, tuple)) signature = getattr(inspect, 'signature', None) if signature is not None: # For Python 3, use inspect.signature. try...
40,681
def get_kde_caseduration_json(df, parameters=None): """ Gets the estimation of KDE density for the case durations calculated on the log/dataframe (expressed as JSON) Parameters -------------- df Pandas dataframe parameters Possible parameters of the algorithm, including: ...
40,682
def test_version_compare(): """Test version comparison code, for parity with mozilla-central.""" numlist = enumerate(map(lambda v: Version(v), COMPARISONS)) for i, v1 in numlist: for j, v2 in numlist: if i < j: assert v1 < v2, '%s is not less than %s' % (v1, v2) ...
40,683
def render_text(name: str, data: str, font_size: int = 10, fig_width_per_char: float = 0.1, fig_height: float = 0.4, img_height: int = None, img_width: int = None, **kwargs): """Render a text string. ...
40,684
def index_closed(client, index_name): """Return True if index is closed""" try: # 1.0 params index_metadata = client.cluster.state( index=index_name, metric='metadata', ) except TypeError: # 0.90 params: index_metadata = client.cluster.state( ...
40,685
def calculate_partial_volume(dirname, label, _isAccumulated=True): """ This function... :param dirname: :param label: :param _isAccumulated: :return: """ label = label.upper() maskSum = 0.0 if _isAccumulated: fileDir = _config.get("Results", "accumulated") else: ...
40,686
def say_hello(): """ Prints Hello, world message""" print(hello())
40,687
def get_contributions_with_user_as_submitter(event, user): """Get a list of contributions in which the `user` has submission rights""" return (_query_contributions_with_user_as_submitter(event, user) .options(joinedload('acl_entries')) .order_by(db.func.lower(Contribution.title)) ...
40,688
def makedirs(name): """helper function for python 2 and 3 to call os.makedirs() avoiding an error if the directory to be created already exists""" # stdlib import errno import os try: os.makedirs(name) except OSError as ex: if ex.errno == errno.EEXIST and os.path.isdir(name...
40,689
def rewrite_string( searcher: AbstractSearcher, source: Text, path: Text, max_iterations=1, ) -> Text: """Applies any replacements to the input source, and returns the result.""" return formatting.apply_substitutions( source, find_iter( searcher, source, path, ...
40,690
def build_path_result_tests(name): """ Build a test for API commands that respond with ``Err`` and ``Mountpoint`` fields. :param unicode command_name: The command in the schema to validate. :return: ``TestCase``. """ return build_schema_test( name=str(name + "Tests"), schem...
40,691
def get_latest_released_dist(): """Get the latest released distribution """ # construct the distribution downloading url relative_path = get_relative_path_of_dist_storage(latest_product_release_api + "xml") if relative_path is None: raise Exception("Error occured while getting relative p...
40,692
def get_mpls_autobw_template_detail_rpc(self, api_timeout=''): """ This is an auto-generated method for the PySwitchLib. **Supported Versions**: * SLXOS: 17r.1.01a, 17r.2.00, 17s.1.02 :type api_timeout: long or tuple(long, long) :param api_timeout: Timeout for connection and response ...
40,693
def empty(a): """Test whether the slice is empty.""" return a is None or volume(a)==0
40,694
def handle_server_error(exception): """ handles server internal core exceptions. note that normally you should never call this method manually. in any environment which debug mode is False, the original error message will be replaced by a generic error message before being sent to client for se...
40,695
def nnPredict(w1, w2, data): """% nnPredict predicts the label of data given the parameter w1, w2 of Neural % Network. % Input: % w1: matrix of weights of connections from input layer to hidden layers. % w1(i, j) represents the weight of connection from unit i in input % layer to unit ...
40,696
def count_pairs(array: List[int], difference: int) -> int: """ Given an array of integers, count the number of unique pairs of integers that have a given difference. These pairs are stored in a set in order to remove duplicates. Time complexity: O(n^2). :param array: is the array to count. :par...
40,697
def debug(msg: str) -> None: """Write debug message to stderr. Debug message consists file name, line number and function name of the calling routine. Args: msg: a custom message. """ parent_frame = inspect.stack()[1] file = parent_frame[1] line = parent_frame[2] func = parent_frame[3] sys.std...
40,698
def decompress_deltas_18bit(buffer): """Parse packet deltas from 18-byte compression format.""" if bad_data_size(buffer, 18, "18-byte compressed packet"): raise ValueError("Bad input size for byte conversion.") deltas = np.zeros((2, 4)) # Sample 1 - Channel 1 minibuf = [(buffer[0] >> 6), ...
40,699