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# Samplitude [![Build Status](https://travis-ci.com/pgdr/samplitude.svg?branch=master)](https://travis-ci.com/pgdr/samplitude) CLI generation and plotting of random variables: ```bash $ samplitude "sin(0.31415) | sample(6) | round | cli" 0.0 0.309 0.588 0.809 0.951 1.0 ``` The word _samplitude_ is a portmanteau of _...
/samplitude-0.2.0.tar.gz/samplitude-0.2.0/README.md
0.765243
0.970882
README.md
pypi
import numpy as np from .jit_compiled_functions import (sampling_get_potential_targets, sampling_sample_from_array_condition) class BaseSamplingSingleSpecies: """ Base Class for single species sampling. """ def __init__(self, target_species=None, **kwargs): ...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/intervention/sampling.py
0.878536
0.372077
sampling.py
pypi
import numpy as np from ..pandas_xs.pandas_xs import DataFrameXS from .jit_compiled_functions import vaccination_apply_vaccine_from_array_condition class BaseVaccinationSingleSpeciesDisease: def __init__(self, disease=None, **kwargs): if disease is None: raise ValueError( "No d...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/intervention/vaccination.py
0.744099
0.390243
vaccination.py
pypi
import numpy as np from .jit_compiled_functions import culling_apply_culling_from_array_condition class BaseCullingSingleSpecies: def __init__(self, species=None, **kwargs): if species is None: raise ValueError( "No agent object provided for the culling. Should be provided usin...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/intervention/culling.py
0.804521
0.364353
culling.py
pypi
from .base import BaseTwoSpeciesDisease from .transition import TransitionCustomProbPermanentImmunity from .transmission import ContactTransmissionSameGraph from ...utils.decorators import sampy_class @sampy_class class TwoSpeciesContactCustomProbTransitionPermanentImmunity(BaseTwoSpeciesDisease, ...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/disease/two_species/builtin_disease.py
0.847148
0.556038
builtin_disease.py
pypi
import numpy as np from .jit_compiled_functions import base_contaminate_vertices class BaseTwoSpeciesDisease: """Base class for two species disease. This building block expects the following kwargs: :param disease_name: mandatory kwargs. String. :param host1: mandatory kwargs. Population object of the fi...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/disease/two_species/base.py
0.77081
0.367185
base.py
pypi
import numpy as np from .jit_compiled_functions import * from ...utils.errors_shortcut import check_col_exists_good_type class BaseSingleSpeciesDisease: def __init__(self, disease_name=None, host=None, **kwargs): # check values have been given if host is None: raise ValueError("No host...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/disease/single_species/base.py
0.763043
0.289711
base.py
pypi
import numpy as np import math import numba as nb @nb.njit def topology_convert_1d_array_to_2d_array(arr_1d, arr_fast_squarify, shape_0, shape_1): rv = np.full((shape_0, shape_1), arr_1d[0]) for i in range(arr_1d.shape[0]): rv[arr_fast_squarify[i][0]][arr_fast_squarify[i][1]] = arr_1d[i] return rv...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/graph/jit_compiled_functions.py
0.487063
0.543045
jit_compiled_functions.py
pypi
from .misc import (create_grid_hexagonal_cells, create_grid_square_cells, create_grid_square_with_diagonals, SubdividedIcosahedron) from .jit_compiled_functions import (get_oriented_neighborhood_of_vertices, get_surface_array,...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/graph/topology.py
0.840357
0.441553
topology.py
pypi
import numpy as np from .jit_compiled_functions import compute_sin_attr_with_condition from ..pandas_xs.pandas_xs import DataFrameXS class BaseVertexAttributes: def __init__(self, **kwargs): if not hasattr(self, 'df_attributes'): self.df_attributes = DataFrameXS() def _sampy_debug_create_...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/graph/vertex_attributes.py
0.741487
0.456168
vertex_attributes.py
pypi
from .topology import (SquareGridWithDiagTopology, SquareGridTopology, SquareGridsConvertBetween1DArrayAnd2DArrays, IcosphereTopology) from .vertex_attributes import PeriodicAttributes, BaseVertexAttributes, AttributesFrom2DArraysSquareGrids from .fro...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/graph/builtin_graph.py
0.790207
0.266584
builtin_graph.py
pypi
import numpy as np def create_2d_coords_from_oriented_connection_matrix(connections, index_first_vertex, coord_first_vertex, list_vectors): """ WARNING: The graph is assumed to be connected. Create the coordinates (2D) of each vertex of the graph. The ...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/graph/spatial_functions.py
0.744749
0.927462
spatial_functions.py
pypi
from ..pandas_xs.pandas_xs import DataFrameXS from .misc import convert_graph_structure_to_dictionary import numpy as np import os import shutil import json import glob class SaveAndLoadSquareGrids: """ Add to the square grids graphs the possibility to save them using their own special format. We also p...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/graph/from_files.py
0.582016
0.280302
from_files.py
pypi
import numpy as np from .jit_compiled_functions import * from ..pandas_xs.pandas_xs import DataFrameXS from ..utils.errors_shortcut import (check_col_exists_good_type, check_input_array) class TerritorialMovementWithoutResistance: """ Add graph based movements abilities to...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/agent/movement.py
0.772359
0.540378
movement.py
pypi
import pandas as pd import numpy as np from .jit_compiled_functions import (count_nb_agent_per_vertex, conditional_count_nb_agent_per_vertex) from ..pandas_xs.pandas_xs import DataFrameXS class BaseAgingAgent: """ Base class for aging agents, i.e. agents having an age attr...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/agent/base.py
0.607547
0.419707
base.py
pypi
import numpy as np from .jit_compiled_functions import (reproduction_find_random_mate_on_position, reproduction_find_random_mate_on_position_condition, reproduction_find_random_mate_on_position_polygamous, rep...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/agent/reproduction.py
0.5769
0.343287
reproduction.py
pypi
import numpy as np class ParamManager: def __init__(self, names, values): for name, value in zip(names, values): setattr(self, name, value) class CsvManager: """ Realistically, most of Sampy's run will be done during sensitivity analysis to assert that the model is a faithful rep...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/data_processing/csv_manager.py
0.657098
0.599133
csv_manager.py
pypi
import numpy as np import numba as nb @nb.njit def conditional_proximity_is_step_allowed_return_infos(arr_selected_agents, distances, indices, arr_radius_point, condition_on_grid): rv = np.full(arr_selected_agents.shape, False, dtype=np.bool_) r_d = np.fu...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/spatial/jit_compiled_functions.py
0.410756
0.516717
jit_compiled_functions.py
pypi
import numpy as np def check_input_array(array, name_argument, prefix_dtype, nb_dim=None, shape=None): if not isinstance(array, np.ndarray): raise TypeError("The parameter " + name_argument + " should be an array.") if not str(array.dtype).startswith(prefix_dtype): raise TypeError("The paramet...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/utils/errors_shortcut.py
0.515376
0.450722
errors_shortcut.py
pypi
from ...agent.base import BaseAgingAgent from ...agent.mortality import NaturalMortalityOrmMethodology, OffspringDependantOnParents from ...agent.reproduction import (OffspringCreationWithCustomProb, FindMateMonogamous, FindMatePolygamous) from...
/sampy_abm-1.0.2-py3-none-any.whl/sampy/addons/ORM_related_addons/ORM_like_agents.py
0.844313
0.558026
ORM_like_agents.py
pypi
import collections from sampyl.core import auto_grad_logp, np from sampyl.state import func_var_names, State class BasePosterior(object): """ Base posterior model for subclassing. """ def __init__(self): self._logp_cache = {} self._grad_cache = {} def logp(self, state): """ Retur...
/sampyl-mcmc-0.3.tar.gz/sampyl-mcmc-0.3/sampyl/posterior.py
0.830319
0.45308
posterior.py
pypi
import numbers from sampyl.core import np from scipy.special import gamma def fails_constraints(*conditions): """ Utility function for catching out of bound parameters. Returns True if any of the conditions aren't met. Typically you'll use this at the beginning of defining the log P(X) functions....
/sampyl-mcmc-0.3.tar.gz/sampyl-mcmc-0.3/sampyl/distributions.py
0.902523
0.605158
distributions.py
pypi
from __future__ import division import sampyl from sampyl.core import np import collections class State(collections.OrderedDict): """ State object for storing parameter values. Inherits from OrderedDict. """ def tovector(self): """ Return the parameter values as a flat vector. ...
/sampyl-mcmc-0.3.tar.gz/sampyl-mcmc-0.3/sampyl/state.py
0.828384
0.466299
state.py
pypi
from __future__ import division from ..core import np from ..state import State from .base import Sampler from ..model import Model class Hamiltonian(Sampler): def __init__(self, logp, start, step_size=1, n_steps=5, **kwargs): """ Hamiltonian MCMC sampler. Uses the gradient of log P(theta) to ...
/sampyl-mcmc-0.3.tar.gz/sampyl-mcmc-0.3/sampyl/samplers/hamiltonian.py
0.881806
0.62478
hamiltonian.py
pypi
from __future__ import division from ..core import np from ..state import State from .base import Sampler class Metropolis(Sampler): # TODO: Allow for sticking in different proposal distributions. """ Metropolis-Hastings sampler for drawing from a distribution defined by a logp function. Has...
/sampyl-mcmc-0.3.tar.gz/sampyl-mcmc-0.3/sampyl/samplers/metropolis.py
0.613237
0.562717
metropolis.py
pypi
from itertools import count import time import unicodedata from ..core import np, auto_grad_logp, AUTOGRAD from ..parallel import parallel from ..progressbar import update_progress from ..state import State, func_var_names from ..posterior import init_posterior class Sampler(object): def __init__(self, logp, sta...
/sampyl-mcmc-0.3.tar.gz/sampyl-mcmc-0.3/sampyl/samplers/base.py
0.569853
0.248096
base.py
pypi
from __future__ import division from ..core import np from ..state import State from .base import Sampler class Slice(Sampler): """ Slice sampler (Neal, 2003) for creating a Markov chain that leaves the the distribution defined by logp invariant For technical details, see Neal's paper: ...
/sampyl-mcmc-0.3.tar.gz/sampyl-mcmc-0.3/sampyl/samplers/slice.py
0.822082
0.421254
slice.py
pypi
from __future__ import division import collections from ..core import np from .base import Sampler from .hamiltonian import energy, leapfrog, initial_momentum class NUTS(Sampler): """ No-U-Turn sampler (Hoffman & Gelman, 2014) for sampling from a probability distribution defined by a log P(theta) functi...
/sampyl-mcmc-0.3.tar.gz/sampyl-mcmc-0.3/sampyl/samplers/NUTS.py
0.899881
0.649912
NUTS.py
pypi
"""""""""""" SamRand """""""""""" ============ Introduction ============ SamRand is a tool designed to sample datasets and produce statistically representative samples for research purposes. ---------------- Who is this for? ---------------- I developed this primarily for researchers who deal with large datasets, an...
/samrand-0.1.0.tar.gz/samrand-0.1.0/README.rst
0.949412
0.885186
README.rst
pypi
from bson import ObjectId from typing import Dict, List, Tuple, Any, Union try: # When used in the SAMS API errors will inherit from Werkzeug errors # to ensure Eve Validation errors are passed through here from werkzeug.exceptions import HTTPException, BadRequest as BaseException except ImportError: ...
/sams-client-0.3.2.tar.gz/sams-client-0.3.2/sams_client/errors.py
0.894654
0.214362
errors.py
pypi
from typing import Dict, Any, List from requests import Response from superdesk.default_settings import env import sams_client.default_settings as default_config from .constants import DEFAULT_HOST, DEFAULT_PORT, DEFAULT_PROTOCOL not_analyzed = {'type': 'string', 'index': 'not_analyzed'} def load_config(config: D...
/sams-client-0.3.2.tar.gz/sams-client-0.3.2/sams_client/utils.py
0.896546
0.183685
utils.py
pypi
from typing import NamedTuple, List, Dict, Any, Union from typing_extensions import TypedDict from datetime import datetime from bson import ObjectId from sams_client.utils import schema_relation, not_analyzed class AssetStates(NamedTuple): """Named tuple for Asset states The state of an *Asset* defines th...
/sams-client-0.3.2.tar.gz/sams-client-0.3.2/sams_client/schemas/assets.py
0.92948
0.339992
assets.py
pypi
from typing import NamedTuple #: Set states class SetStates(NamedTuple): DRAFT: str USABLE: str DISABLED: str SET_STATES: SetStates = SetStates('draft', 'usable', 'disabled') """ The state of a *Set* defines the available actions on it. \ A *Set* can be in any one of the following states: * **DRAFT:**...
/sams-client-0.3.2.tar.gz/sams-client-0.3.2/sams_client/schemas/sets.py
0.889096
0.576989
sets.py
pypi
from typing import Dict, Any, Callable, Union, Optional from bson import ObjectId import requests class SamsImagesEndpoint: """Helper class for Image Assets""" _download_image_url = '/consume/assets/images' _generate_image_rendition_url = '/produce/assets/images' def __init__(self, client): ...
/sams-client-0.3.2.tar.gz/sams-client-0.3.2/sams_client/endpoints/images.py
0.945311
0.170992
images.py
pypi
import math import matplotlib.pyplot as plt from .Generaldistribution import Distribution class Gaussian(Distribution): """ Gaussian distribution class for calculating and visualizing a Gaussian distribution. Attributes: mean (float) representing the mean value of the distribution stdev (float) representing ...
/sams_dsnd_probability-1.2.tar.gz/sams_dsnd_probability-1.2/sams_dsnd_probability/Gaussiandistribution.py
0.688364
0.853058
Gaussiandistribution.py
pypi
from typing import Dict, List, Any from eve.utils import ParsedRequest from flask import json from bson import ObjectId from pymongo.cursor import Cursor as MongoCursor from eve_elastic.elastic import ElasticCursor from superdesk.services import BaseService from sams_client.errors import SamsSystemErrors from sams.f...
/sams-server-0.3.2.tar.gz/sams-server-0.3.2/sams/api/service.py
0.892281
0.340814
service.py
pypi
from typing import Dict, List from sams_client.errors import SamsStorageDestinationErrors from .providers import Provider, providers from .providers.base import SamsBaseStorageProvider class Destination: """A Destination instance :var str config_string: A string from any ``STORAGE_DESTINATION`` config att...
/sams-server-0.3.2.tar.gz/sams-server-0.3.2/sams/storage/destinations.py
0.920812
0.280696
destinations.py
pypi
from typing import Union, BinaryIO from bson import ObjectId from superdesk.storage.superdesk_file import SuperdeskFile from sams_client.errors import SamsConfigErrors class SamsBaseStorageProvider(object): """An instance of SamsBaseStorageProvider """ type_name: str = None name: str = None co...
/sams-server-0.3.2.tar.gz/sams-server-0.3.2/sams/storage/providers/base.py
0.939955
0.183942
base.py
pypi
from typing import BinaryIO, Union from pymongo import MongoClient from gridfs import GridFS from gridfs.errors import NoFile from gridfs.grid_file import GridOut, EMPTY from bson import ObjectId from superdesk.storage.superdesk_file import SuperdeskFile from .base import SamsBaseStorageProvider from sams_client.err...
/sams-server-0.3.2.tar.gz/sams-server-0.3.2/sams/storage/providers/mongo.py
0.923264
0.216229
mongo.py
pypi
from importlib import import_module from typing import Dict, List, Type from sams_client.errors import SamsStorageProviderErrors from .base import SamsBaseStorageProvider class Provider: """A Provider instance :var str config_string: An entry from the ``STORAGE_PROVIDERS`` config attribute :var list[s...
/sams-server-0.3.2.tar.gz/sams-server-0.3.2/sams/storage/providers/__init__.py
0.83545
0.229352
__init__.py
pypi
from typing import Dict, Any, List from copy import deepcopy from bson import ObjectId from flask import current_app as app from sams_client.schemas import SET_STATES from sams.factory.service import SamsService from sams.storage.destinations import Destination, destinations from sams.storage.providers.base import ...
/sams-server-0.3.2.tar.gz/sams-server-0.3.2/sams/sets/service.py
0.832203
0.195709
service.py
pypi
from typing import Union from eve.utils import config from bson import ObjectId from superdesk.services import Service from sams_client.errors import SamsResourceErrors class SamsService(Service): """Sams Service Base service for all endpoints, defines the basic implementation for CRUD functionality. ...
/sams-server-0.3.2.tar.gz/sams-server-0.3.2/sams/factory/service.py
0.924756
0.209247
service.py
pypi
import os import shutil import numpy as np import scipy.ndimage import scipy.stats import surfa as sf from samseg.subregions import utils from samseg.subregions.core import MeshModel class HippoAmygdalaSubfields(MeshModel): def __init__(self, side, wmParcFileName, resolution=0.33333, **kwargs): atlasDi...
/subregions/hippocampus.py
0.531209
0.445831
hippocampus.py
pypi
import os import shutil import numpy as np import scipy.ndimage import surfa as sf from samseg.subregions import utils from samseg.subregions.core import MeshModel class ThalamicNuclei(MeshModel): def __init__(self, **kwargs): atlasDir = os.path.join(os.environ.get('FREESURFER_HOME'), 'average', 'Thalam...
/subregions/thalamus.py
0.519278
0.397354
thalamus.py
pypi
import os import shutil import numpy as np import scipy.ndimage import surfa as sf from samseg.subregions import utils from samseg.subregions.core import MeshModel class BrainstemSubstructures(MeshModel): def __init__(self, **kwargs): atlasDir = os.path.join(os.environ.get('FREESURFER_HOME'), 'average'...
/subregions/brainstem.py
0.619817
0.338829
brainstem.py
pypi
import os import scipy.ndimage import numpy as np import surfa as sf from samseg import gems def run(cmd): """ Run a command in a bash shell. Output is silenced, but is printed if an error occurs. """ print(f'Running command: {cmd}') output, ret = sf.system.collect_output(cmd) if ret != 0: ...
/subregions/utils.py
0.459804
0.503723
utils.py
pypi
import os import numpy as np import datetime as dt import surfa as sf from samseg import gems from samseg.subregions import utils from samseg.subregions.thalamus import ThalamicNuclei from samseg.subregions.brainstem import BrainstemSubstructures from samseg.subregions.hippocampus import HippoAmygdalaSubfields model_...
/subregions/process.py
0.640523
0.357371
process.py
pypi
# Samshee A schema-agnostic parser and writer for illumina® sample sheets v2 and similar documents. ## Features - parsing and writing illumina® Sample Sheet v2 files. - encoding to and parsing from json - customizable validation, ships with a default validation schema that follows illumina® specs ## Examples ### R...
/samshee-0.1.10.tar.gz/samshee-0.1.10/README.md
0.867219
0.928668
README.md
pypi
from samson.constructions.merkle_damgard_construction import MerkleDamgardConstruction from samson.utilities.bytes import Bytes from samson.utilities.manipulation import right_rotate, get_blocks from samson.core.primitives import Primitive from samson.core.metadata import ConstructionType, SizeSpec, SizeType, Frequency...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/hashes/sha2.py
0.464902
0.261573
sha2.py
pypi
from samson.utilities.manipulation import right_rotate from samson.utilities.bytes import Bytes from samson.hashes.sha2 import H_512, H_256 from samson.core.primitives import Hash, Primitive from samson.core.metadata import ConstructionType, SizeSpec, SizeType, FrequencyType from samson.ace.decorators import register_p...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/hashes/blake2.py
0.639736
0.415314
blake2.py
pypi
from samson.utilities.manipulation import left_rotate from samson.constructions.merkle_damgard_construction import MerkleDamgardConstruction from samson.hashes.md5 import state_to_bytes, bytes_to_state from samson.utilities.bytes import Bytes from samson.core.primitives import Primitive from samson.core.metadata import...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/hashes/md4.py
0.44553
0.278741
md4.py
pypi
import struct from samson.utilities.manipulation import left_rotate from samson.utilities.bytes import Bytes from samson.constructions.merkle_damgard_construction import MerkleDamgardConstruction from samson.core.primitives import Primitive from samson.core.metadata import SizeSpec, SizeType, FrequencyType from samson....
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/hashes/sha1.py
0.658966
0.460835
sha1.py
pypi
from math import log from samson.utilities.bytes import Bytes from samson.utilities.manipulation import left_rotate from samson.constructions.sponge_construction import SpongeConstruction from samson.core.primitives import Hash, Primitive from samson.core.metadata import ConstructionType, SizeSpec, SizeType, FrequencyT...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/hashes/keccak.py
0.781581
0.307131
keccak.py
pypi
from samson.constructions.merkle_damgard_construction import MerkleDamgardConstruction from samson.utilities.manipulation import left_rotate from samson.utilities.bytes import Bytes from samson.core.primitives import Primitive from samson.core.metadata import SizeSpec, SizeType, FrequencyType from samson.ace.decorators...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/hashes/md5.py
0.547464
0.272049
md5.py
pypi
from samson.utilities.bytes import Bytes from samson.utilities.manipulation import left_rotate from samson.constructions.merkle_damgard_construction import MerkleDamgardConstruction from samson.core.primitives import Primitive from samson.core.metadata import SizeSpec, SizeType from samson.ace.decorators import registe...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/hashes/ripemd160.py
0.505615
0.290132
ripemd160.py
pypi
from samson.hashes.keccak import Keccak from samson.core.primitives import Primitive from samson.core.metadata import SizeSpec, SizeType, FrequencyType from samson.ace.decorators import register_primitive from samson.utilities.bytes import Bytes @register_primitive() class SHA3_224(Keccak): OUTPUT_SIZE = SizeSpe...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/hashes/sha3.py
0.770508
0.163379
sha3.py
pypi
from samson.block_ciphers.des import DES from samson.utilities.bytes import Bytes from samson.utilities.runtime import RUNTIME from samson.core.base_object import BaseObject import itertools import string class LM(BaseObject): def __init__(self, plaintext: bytes=b'KGS!@#$%'): self.plaintext = plaintext ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/hashes/lm.py
0.771241
0.213336
lm.py
pypi
from samson.utilities.bytes import Bytes from samson.kdfs.s2v import dbl from samson.core.primitives import MAC, Primitive, EncryptionAlg from samson.ace.decorators import register_primitive @register_primitive() class PMAC(MAC): """ Parallelizable message authentication code. http://web.cs.ucdavis.edu/~ro...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/macs/pmac.py
0.752468
0.245922
pmac.py
pypi
from samson.utilities.bytes import Bytes from samson.core.primitives import MAC, Primitive from samson.core.metadata import FrequencyType, ConstructionType, SecurityProofType from samson.ace.decorators import register_primitive _MOD_128 = 2**128 @register_primitive() class Poly1305(MAC): """ Message authentic...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/macs/poly1305.py
0.902915
0.405478
poly1305.py
pypi
from samson.utilities.bytes import Bytes from samson.core.primitives import MAC, Primitive from samson.core.metadata import FrequencyType, UsageType from samson.ace.decorators import register_primitive @register_primitive() class Michael(MAC): """ References: "A Note on the Fragility of the 'Michael' ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/macs/michael.py
0.833731
0.327211
michael.py
pypi
from samson.macs.cbc_mac import CBCMAC from samson.utilities.bytes import Bytes from samson.block_ciphers.rijndael import Rijndael from samson.core.primitives import MAC, Primitive, EncryptionAlg from samson.core.metadata import FrequencyType from samson.ace.decorators import register_primitive @register_primitive() c...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/macs/cmac.py
0.697712
0.206854
cmac.py
pypi
from samson.utilities.bytes import Bytes from samson.core.primitives import MAC, Primitive from samson.core.metadata import FrequencyType from samson.ace.decorators import register_primitive from samson.hashes.sha3 import cSHAKE128, cSHAKE256 class KMAC(MAC): USAGE_FREQUENCY = FrequencyType.UNUSUAL def __init...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/macs/kmac.py
0.848471
0.150434
kmac.py
pypi
from samson.math.general import is_primitive_root, find_prime, is_safe_prime, is_sophie_germain_prime, next_prime, is_prime from samson.math.factorization.factors import Factors from samson.utilities.exceptions import SearchspaceExhaustedException from samson.auxiliary.roca import gen_roca_prime import math class PGen...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/prime_gen.py
0.502441
0.298977
prime_gen.py
pypi
from samson.math.dense_vector import DenseVector from samson.math.algebra.rings.ring import Ring, RingElement from samson.math.algebra.rings.integer_ring import ZZ from samson.math.general import gaussian_elimination, lll, gram_schmidt from samson.utilities.runtime import RUNTIME from shutil import get_terminal_size fr...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/matrix.py
0.738009
0.337395
matrix.py
pypi
from samson.core.base_object import BaseObject def _calc_continued_fraction(frac: 'FractionFieldElement') -> list: """ Calculates the continued fraction form of `frac`. Parameters: frac (FractionFieldElement): Fraction. Returns: list: Continued fraction. """ n, d = frac.nu...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/continued_fraction.py
0.887814
0.384623
continued_fraction.py
pypi
from samson.utilities.general import binary_search_list from samson.core.base_object import BaseObject from sortedcontainers import SortedDict from copy import copy class SparseVector(BaseObject): """ Sparse vector implementation. Saves on memory when representing high-dimensional vectors with many zeroes. ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/sparse_vector.py
0.630116
0.344995
sparse_vector.py
pypi
from samson.utilities.general import rand_bytes from samson.utilities.exceptions import NotInvertibleException, ProbabilisticFailureException, SearchspaceExhaustedException, NoSolutionException from samson.auxiliary.complexity import add_complexity, KnownComplexities from samson.utilities.runtime import RUNTIME from fu...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/general.py
0.917344
0.358269
general.py
pypi
from samson.utilities.runtime import RUNTIME from samson.core.base_object import BaseObject from samson.math.general import gcd from samson.math.algebra.rings.integer_ring import ZZ from samson.math.fft.all import ntt_convolution, gss_convolution from types import FunctionType class DenseVector(BaseObject): def __...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/dense_vector.py
0.659953
0.444746
dense_vector.py
pypi
from samson.math.sparse_vector import SparseVector from math import ceil, log def _split(v, m, k): K = 1 << (k-1) zero = v[0].ring.zero zeroes = [zero] * K return [v[i:i+K] + zeroes for i in range(0, K << m, K)] def _combine(L, m, k): M = 1 << m half_K = 1 << (k-1) return L[0][:ha...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/fft/gss.py
0.54359
0.537891
gss.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.math.algebra.rings.integer_ring import ZZ from samson.math.factorization.general import factor from samson.math.map import Map from samson.utilities.bytes import Bytes from samson.utilities.exceptions import CoercionException from typing import Tu...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/curves/montgomery_curve.py
0.956759
0.425128
montgomery_curve.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.math.general import random_int from samson.utilities.bytes import Bytes def bit(h,i): return (h[i//8] >> (i%8)) & 1 # https://ed25519.cr.yp.to/python/ed25519.py # https://tools.ietf.org/html/rfc8032 class TwistedEdwardsCurve(Ring): """ ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/curves/twisted_edwards_curve.py
0.849191
0.410697
twisted_edwards_curve.py
pypi
from samson.math.algebra.curves.weierstrass_curve import EllipticCurve, WeierstrassPoint from samson.math.map import Map from samson.utilities.exceptions import NoSolutionException from samson.utilities.runtime import RUNTIME from samson.core.base_object import BaseObject class EllipticCurveIsomorphism(Map): def _...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/curves/elliptic_curve_isomorphism.py
0.517083
0.204521
elliptic_curve_isomorphism.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.math.general import mod_inv, xgcd, gcd, tonelli, generalized_eulers_criterion, ResidueSymbol, random_int from samson.utilities.exceptions import CoercionException from samson.auxiliary.lazy_loader import LazyLoader _integer_ring = LazyLoader('_in...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/quotient_ring.py
0.876925
0.386995
quotient_ring.py
pypi
from samson.math.algebra.rings.ring import Ring from samson.utilities.exceptions import CoercionException, NoSolutionException from samson.math.matrix import Matrix class MatrixRing(Ring): """ Ring of square matrices over a ring. Examples: >>> from samson.math.all import * >>> M = MatrixRi...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/matrix_ring.py
0.900836
0.419172
matrix_ring.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.utilities.exceptions import CoercionException from samson.math.general import random_int from samson.math.map import Map from types import FunctionType _NEG_MAP = lambda e: -e class Endomorphism(RingElement): def __init__(self, val: int, ri...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/endomorphism_ring.py
0.852014
0.299765
endomorphism_ring.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.utilities.exceptions import CoercionException from samson.auxiliary.lazy_loader import LazyLoader from samson.math.general import mod_inv from samson.math.symbols import oo from samson.auxiliary.theme import PADIC_COEFF, PADIC_DEGREE, color_format...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/padic_integers.py
0.76454
0.238462
padic_integers.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.utilities.exceptions import CoercionException from samson.math.algebra.rings.polynomial_ring import PolynomialRing from samson.math.polynomial import Polynomial class CurvePolynomialElement(RingElement): """ Element of a `CurvePolynomialR...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/curve_polynomial_ring.py
0.901258
0.578805
curve_polynomial_ring.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.math.general import totient, index_calculus from samson.math.symbols import oo from samson.utilities.runtime import RUNTIME class MultiplicativeGroupElement(RingElement): """ Element of a `MultiplicativeGroup`. """ def __init__(s...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/multiplicative_group.py
0.870529
0.231973
multiplicative_group.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.utilities.exceptions import CoercionException, NoSolutionException from samson.math.general import is_prime, kth_root from samson.math.factorization.general import factor from samson.math.factorization.factors import Factors from samson.math.symbo...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/integer_ring.py
0.843992
0.298364
integer_ring.py
pypi
from samson.math.algebra.rings.ring import Ring from samson.math.algebra.rings.padic_integers import PAdicIntegerRing from samson.math.algebra.fields.negative_degree_field import NegativeDegreeElement, NegativeDegreeField from samson.auxiliary.lazy_loader import LazyLoader _integer_ring = LazyLoader('_integer_ring', g...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/padic_numbers.py
0.842831
0.353958
padic_numbers.py
pypi
from samson.math.general import fast_mul, square_and_mul, is_prime, pohlig_hellman, bsgs, pollards_rho_log, mod_inv, xlcm, gcd from samson.math.factorization.general import factor from samson.math.factorization.factors import Factors from types import FunctionType from samson.utilities.runtime import RUNTIME from samso...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/ring.py
0.881104
0.237686
ring.py
pypi
from samson.math.algebra.rings.ring import RingElement from samson.math.algebra.rings.ring import Ring from samson.utilities.exceptions import CoercionException from samson.math.polynomial import Polynomial from samson.math.symbols import Symbol from samson.math.general import random_int class PolynomialRing(Ring): ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/polynomial_ring.py
0.931688
0.332825
polynomial_ring.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.utilities.exceptions import CoercionException, NotInvertibleException from samson.math.general import newton_method_sizes from samson.math.symbols import oo, Symbol from samson.math.algebra.rings.polynomial_ring import PolynomialRing, Polynomial f...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/rings/power_series_ring.py
0.829008
0.336713
power_series_ring.py
pypi
from samson.math.algebra.fields.real_field import RealField, RealElement from samson.utilities.exceptions import CoercionException class ComplexElement(RealElement): """ Element of a `ComplexField`. """ def sqrt(self) -> 'ComplexElement': return self.field(self.field.ctx.sqrt(self.val)) ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/fields/complex_field.py
0.766905
0.284446
complex_field.py
pypi
from samson.math.algebra.rings.ring import Ring, RingElement from samson.utilities.exceptions import CoercionException from samson.math.symbols import oo import operator class NegativeDegreeElement(RingElement): """ Element of an `NegativeDegreeField`. """ def __init__(self, val: RingElement, shift: ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/fields/negative_degree_field.py
0.82308
0.24049
negative_degree_field.py
pypi
from samson.math.general import is_prime from samson.math.algebra.fields.field import Field, FieldElement from samson.math.symbols import Symbol from samson.math.polynomial import Polynomial class FiniteFieldElement(FieldElement): """ Element of a `FiniteField`. """ def __init__(self, val: Polynomial,...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/fields/finite_field.py
0.885173
0.535524
finite_field.py
pypi
from samson.math.algebra.fields.field import Field, FieldElement from samson.math.algebra.rings.ring import Ring from samson.math.algebra.rings.integer_ring import ZZ from fractions import Fraction class FractionFieldElement(FieldElement): """ Element of a `FractionField`. """ def __init__(self, nume...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/fields/fraction_field.py
0.856182
0.241752
fraction_field.py
pypi
from samson.math.algebra.fields.field import Field, FieldElement from samson.utilities.exceptions import CoercionException, NoSolutionException from samson.utilities.runtime import RUNTIME import mpmath import math class RealElement(FieldElement): """ Element of a `RealField`. """ def __init__(self, v...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/fields/real_field.py
0.756762
0.223441
real_field.py
pypi
from samson.math.algebra.rings.ring import Ring from samson.math.algebra.rings.power_series_ring import PowerSeriesElement from samson.math.algebra.rings.polynomial_ring import Polynomial from samson.math.algebra.fields.negative_degree_field import NegativeDegreeElement, NegativeDegreeField class LaurentSeriesElement...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/algebra/fields/laurent_series.py
0.730866
0.283639
laurent_series.py
pypi
from samson.utilities.general import add_or_increment from samson.analysis.general import count_items from samson.math.general import kth_root from samson.core.base_object import BaseObject from functools import reduce from itertools import combinations, chain from sortedcontainers import SortedDict class Factors(Base...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/math/factorization/factors.py
0.543348
0.169991
factors.py
pypi
from samson.math.algebra.curves.named import P256 from samson.math.algebra.curves.weierstrass_curve import WeierstrassPoint from samson.math.general import random_int from samson.utilities.bytes import Bytes from samson.core.primitives import KeyExchangeAlg, Primitive from samson.core.metadata import SizeType, SizeSpec...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/protocols/ecdhe.py
0.887674
0.22448
ecdhe.py
pypi
from samson.public_key.rsa import RSA from samson.padding.pkcs1v15_padding import PKCS1v15Padding from samson.encoding.general import bytes_to_der_sequence from samson.encoding.asn1 import HASH_OID_LOOKUP, INVERSE_HASH_OID_LOOKUP from samson.utilities.bytes import Bytes from pyasn1.type.univ import Sequence, OctetStrin...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/protocols/pkcs1v15_rsa_signer.py
0.831246
0.153422
pkcs1v15_rsa_signer.py
pypi
from samson.utilities.bytes import Bytes from samson.hashes.md5 import MD5 from samson.core.base_object import BaseObject class RADIUS(BaseObject): """ Remote Authentication Dial In User Service (https://tools.ietf.org/html/rfc2865) """ def __init__(self, key: bytes): """ Parameters: ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/protocols/radius.py
0.840029
0.194062
radius.py
pypi
from samson.protocols.diffie_hellman import DiffieHellman from samson.math.general import mod_inv from samson.utilities.bytes import Bytes from samson.core.base_object import BaseObject class SocialistMillionare(BaseObject): """ Zero-Knowledge Proof of a secret using Diffie-Hellman exchanges. """ def ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/protocols/socialist_millionare.py
0.807802
0.353986
socialist_millionare.py
pypi
from samson.hashes.sha3 import SHAKE256 from samson.utilities.bytes import Bytes from samson.ace.decorators import register_primitive from samson.core.primitives import KeyExchangeAlg, Primitive from samson.core.metadata import SizeType, SizeSpec, FrequencyType from samson.protocols.sidh import SIDH, extract_prime_powe...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/protocols/sike.py
0.747984
0.330228
sike.py
pypi
from samson.protocols.srp_client import SRPClient from samson.hashes.sha2 import SHA256 from samson.utilities.bytes import Bytes class SRPServer(object): """ Secure Remote Password protocol server """ def __init__(self, g: int=2, N: int=SRPClient.MODP_1024, hash_obj: object=SHA256(), b: int=None): ...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/protocols/srp_server.py
0.844216
0.307293
srp_server.py
pypi
from samson.math.algebra.curves.montgomery_curve import MontgomeryCurve from samson.math.algebra.curves.named import Curve25519 from samson.math.general import random_int_between from samson.utilities.bytes import Bytes from samson.core.primitives import KeyExchangeAlg, Primitive from samson.core.metadata import SizeTy...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/protocols/dh25519.py
0.912834
0.153771
dh25519.py
pypi
from samson.encoding.general import url_b64_decode, url_b64_encode from samson.utilities.bytes import Bytes from samson.utilities.exceptions import DecryptionException from samson.protocols.jwt.jwa import JWA_ALG_MAP, JWAContentEncryptionAlg, JWAKeyEncryptionAlg from samson.core.base_object import BaseObject import jso...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/protocols/jwt/jwe.py
0.808899
0.219902
jwe.py
pypi
from samson.encoding.general import url_b64_decode, url_b64_encode from samson.utilities.bytes import Bytes from samson.protocols.jwt.jwa import JWA_ALG_MAP, JWASignatureAlg from samson.core.base_object import BaseObject import json class JWS(BaseObject): """ JSON Web Signature """ def __init__(self,...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/protocols/jwt/jws.py
0.797793
0.247135
jws.py
pypi
from samson.analysis.general import count_items from samson.math.general import is_prime, is_sophie_germain_prime, smoothness from samson.math.factorization.general import factor from samson.core.base_object import BaseObject from samson.protocols.diffie_hellman import DiffieHellman WELL_KNOWN_GROUPS = { DiffieHel...
/samson-crypto-0.3.0.tar.gz/samson-crypto-0.3.0/samson/analysis/integer_analysis.py
0.667148
0.237211
integer_analysis.py
pypi