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Razvan27
/
ML4SE-Python

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run_similarity_queries.ipynb
piskvorky_gensim/docs/src/auto_examples/core/run_similarity_queries.ipynb
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run_corpora_and_vector_spaces.ipynb
piskvorky_gensim/docs/src/auto_examples/core/run_corpora_and_vector_spaces.ipynb
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run_similarity_queries.py
piskvorky_gensim/docs/src/auto_examples/core/run_similarity_queries.py
r""" Similarity Queries ================== Demonstrates querying a corpus for similar documents. """ import logging logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO) ############################################################################### # # Creating the Corpus # ---...
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run_word2vec.py
piskvorky_gensim/docs/src/auto_examples/tutorials/run_word2vec.py
r""" Word2Vec Model ============== Introduces Gensim's Word2Vec model and demonstrates its use on the `Lee Evaluation Corpus <https://hekyll.services.adelaide.edu.au/dspace/bitstream/2440/28910/1/hdl_28910.pdf>`_. """ import logging logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging...
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run_wmd.ipynb
piskvorky_gensim/docs/src/auto_examples/tutorials/run_wmd.ipynb
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run_lda.py
piskvorky_gensim/docs/src/auto_examples/tutorials/run_lda.py
r""" LDA Model ========= Introduces Gensim's LDA model and demonstrates its use on the NIPS corpus. """ import logging logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO) ############################################################################### # The purpose of this tut...
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run_scm.py
piskvorky_gensim/docs/src/auto_examples/tutorials/run_scm.py
r""" Soft Cosine Measure =================== Demonstrates using Gensim's implemenation of the SCM. """ ############################################################################### # Soft Cosine Measure (SCM) is a promising new tool in machine learning that # allows us to submit a query and return the most relevan...
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run_doc2vec_lee.py
piskvorky_gensim/docs/src/auto_examples/tutorials/run_doc2vec_lee.py
r""" Doc2Vec Model ============= Introduces Gensim's Doc2Vec model and demonstrates its use on the `Lee Corpus <https://hekyll.services.adelaide.edu.au/dspace/bitstream/2440/28910/1/hdl_28910.pdf>`__. """ import logging logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO) ####...
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run_fasttext.py
piskvorky_gensim/docs/src/auto_examples/tutorials/run_fasttext.py
r""" FastText Model ============== Introduces Gensim's fastText model and demonstrates its use on the Lee Corpus. """ import logging logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO) ############################################################################### # Here, we'l...
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run_lda.ipynb
piskvorky_gensim/docs/src/auto_examples/tutorials/run_lda.ipynb
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run_scm.ipynb
piskvorky_gensim/docs/src/auto_examples/tutorials/run_scm.ipynb
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run_fasttext.ipynb
piskvorky_gensim/docs/src/auto_examples/tutorials/run_fasttext.ipynb
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run_ensemblelda.ipynb
piskvorky_gensim/docs/src/auto_examples/tutorials/run_ensemblelda.ipynb
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run_doc2vec_lee.ipynb
piskvorky_gensim/docs/src/auto_examples/tutorials/run_doc2vec_lee.ipynb
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run_annoy.py
piskvorky_gensim/docs/src/auto_examples/tutorials/run_annoy.py
r""" Fast Similarity Queries with Annoy and Word2Vec =============================================== Introduces the Annoy library for similarity queries on top of vectors learned by Word2Vec. """ LOGS = False # Set to True if you want to see progress in logs. if LOGS: import logging logging.basicConfig(forma...
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run_word2vec.ipynb
piskvorky_gensim/docs/src/auto_examples/tutorials/run_word2vec.ipynb
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run_wmd.py
piskvorky_gensim/docs/src/auto_examples/tutorials/run_wmd.py
r""" Word Mover's Distance ===================== Demonstrates using Gensim's implemenation of the WMD. """ ############################################################################### # Word Mover's Distance (WMD) is a promising new tool in machine learning that # allows us to submit a query and return the most r...
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run_ensemblelda.py
piskvorky_gensim/docs/src/auto_examples/tutorials/run_ensemblelda.py
r""" Ensemble LDA ============ Introduces Gensim's EnsembleLda model """ import logging logging.basicConfig(format='%(asctime)s : %(levelname)s : %(message)s', level=logging.INFO) ############################################################################### # This tutorial will explain how to use the EnsembleLDA ...
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run_annoy.ipynb
piskvorky_gensim/docs/src/auto_examples/tutorials/run_annoy.ipynb
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logentropy_model.rst
piskvorky_gensim/docs/src/models/logentropy_model.rst
:mod:`models.logentropy_model` -- LogEntropy model ====================================================== .. automodule:: gensim.models.logentropy_model :synopsis: LogEntropy model :members: :inherited-members: :undoc-members: :show-inheritance:
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to_python.py
piskvorky_gensim/docs/src/tools/to_python.py
"""Convert a Jupyter notebook to Python source in Sphinx Gallery format. How to use: $ pip install m2r $ cat tutorial.ipynb | python to_python.py > tutorial.py That will do the bulk of the conversion for you. Stuff that you'll need to change yourself: * Replace the placeholder with a unique RST label, * Rep...
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check_gallery.py
piskvorky_gensim/docs/src/tools/check_gallery.py
"""Check that the gallery output is up to date with the input. We do this so we can know in advance if "make html" is going to rebuild the gallery. That's helpful to know because rebuilding usually takes a long time, so we want to avoid it under some environments (e.g. CI). The script returns non-zero if there are a...
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wordcloud.ipynb
piskvorky_gensim/docs/src/tools/wordcloud.ipynb
{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'Generate wordcloud images for our core tutorials.'" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], ...
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nosy.py
piskvorky_gensim/gensim/nosy.py
#!/usr/bin/env python """ A simple testrunner for nose (or anything else). Watch for changes in all file types specified in 'EXTENSIONS'. If changes, run test executable in 'EXECUTABLE', with default arguments 'DEFAULTARGS'. The --with-color option needs the "rudolf" nose plugin. See: https://pypi.org/project/rudolf...
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utils.py
piskvorky_gensim/gensim/utils.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """Various general utility functions.""" from contextlib import contextmanager import collections.abc import loggi...
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_matutils.pyx
piskvorky_gensim/gensim/_matutils.pyx
#!/usr/bin/env cython # coding: utf-8 # cython: embedsignature=True # cython: language_level=3 from __future__ import division cimport cython import numpy as np cimport numpy as np ctypedef cython.floating DTYPE_t from libc.math cimport log, exp, fabs from cython.parallel import prange def mean_absolute_difference(a...
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interfaces.py
piskvorky_gensim/gensim/interfaces.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """Basic interfaces used across the whole Gensim package. These interfaces are used for building corpora, model tr...
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__init__.py
piskvorky_gensim/gensim/__init__.py
""" This package contains functionality to transform documents (strings) into vectors, and calculate similarities between documents. """ __version__ = '4.3.3' import logging from gensim import parsing, corpora, matutils, interfaces, models, similarities, utils # noqa:F401 logger = logging.getLogger('gensim') if ...
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matutils.py
piskvorky_gensim/gensim/matutils.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2011 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """Math helper functions.""" from __future__ import with_statement import logging import math from gensim impor...
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downloader.py
piskvorky_gensim/gensim/downloader.py
""" This module is an API for downloading, getting information and loading datasets/models. See `RaRe-Technologies/gensim-data <https://github.com/RaRe-Technologies/gensim-data>`_ repo for more information about models/datasets/how-to-add-new/etc. Give information about available models/datasets: .. sourcecode:: pyc...
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preprocessing.py
piskvorky_gensim/gensim/parsing/preprocessing.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """This module contains methods for parsing and preprocessing strings. Examples -------- .. sourcecode:: pycon >>> from gensim.parsing.preprocessing import remove_stopw...
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__init__.py
piskvorky_gensim/gensim/parsing/__init__.py
"""This package contains functions to preprocess raw text""" from .porter import PorterStemmer # noqa:F401 from .preprocessing import ( # noqa:F401 preprocess_documents, preprocess_string, read_file, read_files, remove_stopwords, split_alphanum, stem_text, strip_multiple_whitespaces, ...
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porter.py
piskvorky_gensim/gensim/parsing/porter.py
#!/usr/bin/env python """Porter Stemming Algorithm This is the Porter stemming algorithm, ported to Python from the version coded up in ANSI C by the author. It may be be regarded as canonical, in that it follows the algorithm presented in [1]_, see also [2]_ Author - Vivake Gupta (v@nano.com), optimizations and clea...
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test_nmf.py
piskvorky_gensim/gensim/test/test_nmf.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2018 Timofey Yefimov <anotherbugmaster@gmail.com> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import unittest import ...
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test_fasttext.py
piskvorky_gensim/gensim/test/test_fasttext.py
#!/usr/bin/env python # -*- coding: utf-8 -*- from __future__ import division import gzip import io import logging import unittest import os import shutil import subprocess import struct import sys import numpy as np import pytest from gensim import utils from gensim.models.word2vec import LineSentence from gensim....
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test_matutils.py
piskvorky_gensim/gensim/test/test_matutils.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html import logging import unittest import numpy as np from numpy.testing import assert_array_equal from scipy import s...
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test_lee.py
piskvorky_gensim/gensim/test/test_lee.py
#!/usr/bin/env python # encoding: utf-8 # # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated test to reproduce the results of Lee et al. (2005) Lee et al. (2005) compares different models for semantic similarity and verifies the results with similarity judgem...
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test_direct_confirmation.py
piskvorky_gensim/gensim/test/test_direct_confirmation.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2011 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for direct confirmation measures in the direct_confirmation_measure module. """ import logging...
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test_api.py
piskvorky_gensim/gensim/test/test_api.py
import logging import unittest import os import gensim.downloader as api import shutil import numpy as np @unittest.skipIf( os.environ.get("SKIP_NETWORK_TESTS", False) == "1", "Skip network-related tests (probably SSL problems on this CI/OS)" ) class TestApi(unittest.TestCase): def test_base_dir_creation(...
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test_normmodel.py
piskvorky_gensim/gensim/test/test_normmodel.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import unitte...
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7,040
test_keyedvectors.py
piskvorky_gensim/gensim/test/test_keyedvectors.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Author: Jayant Jain <jayantjain1992@gmail.com> # Copyright (C) 2017 Radim Rehurek <me@radimrehurek.com> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking the poincare module from the models ...
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test_aggregation.py
piskvorky_gensim/gensim/test/test_aggregation.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import unittes...
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7,042
test_similarity_metrics.py
piskvorky_gensim/gensim/test/test_similarity_metrics.py
#!/usr/bin/env python # encoding: utf-8 # # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated test to check similarity functions and isbow function. """ import logging import unittest from gensim import matutils from scipy.sparse import csr_matrix import nu...
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7,043
test_rpmodel.py
piskvorky_gensim/gensim/test/test_rpmodel.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import unitte...
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7,044
test_tfidfmodel.py
piskvorky_gensim/gensim/test/test_tfidfmodel.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import unitte...
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7,045
test_tmdiff.py
piskvorky_gensim/gensim/test/test_tmdiff.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2016 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html import logging import unittest import numpy as np from gensim.models import LdaModel from gensim.test.utils import...
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7,046
test_phrases.py
piskvorky_gensim/gensim/test/test_phrases.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for the phrase detection module. """ import logging import unittest import numpy as np from gensim.models.phrases import Phrases, FrozenPhrases, _Phrase...
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basetmtests.py
piskvorky_gensim/gensim/test/basetmtests.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import numpy as np class Te...
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test_utils.py
piskvorky_gensim/gensim/test/test_utils.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking various utils functions. """ import logging import unittest import numpy as np from gensim import utils from gensim.test.utils import datap...
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7,049
test_miislita.py
piskvorky_gensim/gensim/test/test_miislita.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ This module replicates the miislita vector spaces from "A Linear Algebra Approach to the Vector Space Model -- A Fast Track Tutorial" by Dr. E. Garcia, admin@miislita.com ...
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7,050
test_big.py
piskvorky_gensim/gensim/test/test_big.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2014 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking processing/storing large inputs. """ import logging import unittest import os i...
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piskvorky/gensim
15,546
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7,051
test_translation_matrix.py
piskvorky_gensim/gensim/test/test_translation_matrix.py
#!/usr/bin/env python # encoding: utf-8 from collections import namedtuple import unittest import logging import numpy as np import pytest from scipy.spatial.distance import cosine from gensim.models.doc2vec import Doc2Vec from gensim import utils from gensim.models import translation_matrix from gensim.models impor...
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7,052
test_poincare.py
piskvorky_gensim/gensim/test/test_poincare.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Author: Jayant Jain <jayantjain1992@gmail.com> # Copyright (C) 2017 Radim Rehurek <me@radimrehurek.com> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking the poincare module from the models ...
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7,053
test_corpora_dictionary.py
piskvorky_gensim/gensim/test/test_corpora_dictionary.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Unit tests for the `corpora.Dictionary` class. """ from collections.abc import Mapping from itertools import chain import logging import unittest import codecs import os ...
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7,054
test_probability_estimation.py
piskvorky_gensim/gensim/test/test_probability_estimation.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2011 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for probability estimation algorithms in the probability_estimation module. """ import logging...
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7,055
test_similarities.py
piskvorky_gensim/gensim/test/test_similarities.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2011 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for similarity algorithms (the similarities package). """ import logging import unittest impor...
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utils.py
piskvorky_gensim/gensim/test/utils.py
#!/usr/bin/env python # encoding: utf-8 """Module contains common utilities used in automated code tests for Gensim modules. Attributes: module_path : str Full path to this module directory. common_texts : list of list of str Toy dataset. common_dictionary : :class:`~gensim.corpora.dictionary.Dictionary` ...
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7,057
test_doc2vec.py
piskvorky_gensim/gensim/test/test_doc2vec.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ from __future__ import with_s...
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7,058
test_atmodel.py
piskvorky_gensim/gensim/test/test_atmodel.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2016 Radim Rehurek <radimrehurek@seznam.cz> # Copyright (C) 2016 Olavur Mortensen <olavurmortensen@gmail.com> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for the author-topic model (A...
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piskvorky/gensim
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7,059
test_scripts.py
piskvorky_gensim/gensim/test/test_scripts.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2018 Vimig Socrates <vimig.socrates@gmail.com> heavily influenced from @AakaashRao # Copyright (C) 2018 Manos Stergiadis <em.stergiadis@gmail.com> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automate...
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7,060
test_coherencemodel.py
piskvorky_gensim/gensim/test/test_coherencemodel.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import unittes...
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piskvorky/gensim
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7,061
test_text_analysis.py
piskvorky_gensim/gensim/test/test_text_analysis.py
import logging import unittest from gensim.corpora.dictionary import Dictionary from gensim.topic_coherence.text_analysis import ( InvertedIndexAccumulator, WordOccurrenceAccumulator, ParallelWordOccurrenceAccumulator, CorpusAccumulator) from gensim.test.utils import common_texts class BaseTestCases: cl...
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piskvorky/gensim
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7,062
test_indirect_confirmation.py
piskvorky_gensim/gensim/test/test_indirect_confirmation.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2011 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for indirect confirmation measures in the indirect_confirmation_measure module. """ import log...
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piskvorky/gensim
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__init__.py
piskvorky_gensim/gensim/test/__init__.py
""" This package contains automated code tests for all other gensim packages. """
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simspeed.py
piskvorky_gensim/gensim/test/simspeed.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2011 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ USAGE: %(program)s CORPUS_DENSE.mm CORPUS_SPARSE.mm [NUMDOCS] Run speed test of similarity queries. Only us...
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7,065
test_ldaseqmodel.py
piskvorky_gensim/gensim/test/test_ldaseqmodel.py
""" Tests to check DTM math functions and Topic-Word, Doc-Topic proportions. """ import unittest import logging import numpy as np # for arrays, array broadcasting etc. from gensim.models import ldaseqmodel from gensim.corpora import Dictionary from gensim.test.utils import datapath class TestLdaSeq(unittest.Test...
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piskvorky/gensim
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7,066
test_sharded_corpus.py
piskvorky_gensim/gensim/test/test_sharded_corpus.py
""" Tests for ShardedCorpus. """ import os import unittest import random import shutil import numpy as np from scipy import sparse from gensim.utils import is_corpus, mock_data from gensim.corpora.sharded_corpus import ShardedCorpus ############################################################################# cla...
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piskvorky/gensim
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7,067
test_hdpmodel.py
piskvorky_gensim/gensim/test/test_hdpmodel.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import unitte...
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7,068
test_word2vec.py
piskvorky_gensim/gensim/test/test_word2vec.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import unittes...
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7,069
test_corpora_hashdictionary.py
piskvorky_gensim/gensim/test/test_corpora_hashdictionary.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Unit tests for the `corpora.HashDictionary` class. """ import logging import unittest import os import zlib from gensim.corpora.hashdictionary import HashDictionary fro...
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Python
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7,070
test_bm25model.py
piskvorky_gensim/gensim/test/test_bm25model.py
#!/usr/bin/env python # -*- coding: utf-8 -*- from collections import defaultdict import math import unittest from gensim.models.bm25model import BM25ABC from gensim.models import OkapiBM25Model, LuceneBM25Model, AtireBM25Model from gensim.corpora import Dictionary class BM25Stub(BM25ABC): def __init__(self, *...
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7,071
test_lsimodel.py
piskvorky_gensim/gensim/test/test_lsimodel.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import unitte...
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piskvorky/gensim
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7,072
test_ensemblelda.py
piskvorky_gensim/gensim/test/test_ensemblelda.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Author: Tobias B <proxima@sezanzeb.de> """ Automated tests for checking the EnsembleLda Class """ import os import logging import unittest import numpy as np from copy import deepcopy import pytest from gensim.models import EnsembleLda, LdaMulticore, LdaModel from ...
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Python
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piskvorky/gensim
15,546
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7,073
svd_error.py
piskvorky_gensim/gensim/test/svd_error.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2011 Radim Rehurek <radimrehurek@seznam.cz> """USAGE: %(program)s MATRIX.mm [CLIP_DOCS] [CLIP_TERMS] Check truncated SVD error for the algo in gensim, using a given corpus. This script runs the decomposition with several internal parameters (number of r...
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piskvorky/gensim
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7,074
simspeed2.py
piskvorky_gensim/gensim/test/simspeed2.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2011 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ USAGE: %(program)s CORPUS_DENSE.mm CORPUS_SPARSE.mm [NUMDOCS] Run speed test of similarity queries. Only us...
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piskvorky/gensim
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7,075
test_glove2word2vec.py
piskvorky_gensim/gensim/test/test_glove2word2vec.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2016 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """Test for gensim.scripts.glove2word2vec.py.""" import logging import unittest import os import sys import numpy...
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Python
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test_lda_callback.py
piskvorky_gensim/gensim/test/test_lda_callback.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2018 Allenyl <allen7575@gmail.com> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking visdom API """ import unittest import subprocess import time from gensim.models import Lda...
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test_ldamodel.py
piskvorky_gensim/gensim/test/test_ldamodel.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import number...
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test_datatype.py
piskvorky_gensim/gensim/test/test_datatype.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking various matutils functions. """ import logging import unittest import numpy as np from gensim.test.utils import datapath from gensim.models...
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test_logentropy_model.py
piskvorky_gensim/gensim/test/test_logentropy_model.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking transformation algorithms (the models package). """ import logging import unitte...
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test_corpora.py
piskvorky_gensim/gensim/test/test_corpora.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2010 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for checking corpus I/O formats (the corpora package). """ from __future__ import unicode_lite...
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test_parsing.py
piskvorky_gensim/gensim/test/test_parsing.py
#!/usr/bin/env python # -*- coding: utf-8 -*- """ Automated tests for the parsing module. """ import logging import unittest from unittest import mock import numpy as np from gensim.parsing.preprocessing import ( remove_short_tokens, remove_stopword_tokens, remove_stopwords, stem_text, split_alp...
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test_segmentation.py
piskvorky_gensim/gensim/test/test_segmentation.py
#!/usr/bin/env python # -*- coding: utf-8 -*- # # Copyright (C) 2011 Radim Rehurek <radimrehurek@seznam.cz> # Licensed under the GNU LGPL v2.1 - https://www.gnu.org/licenses/old-licenses/lgpl-2.1.en.html """ Automated tests for segmentation algorithms in the segmentation module. """ import logging import unittest i...
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lda_3_0_1_model.expElogbeta.npy
piskvorky_gensim/gensim/test/test_data/lda_3_0_1_model.expElogbeta.npy
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word2vec_pre_kv_sep_py2.syn0.npy
piskvorky_gensim/gensim/test/test_data/word2vec_pre_kv_sep_py2.syn0.npy
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word2vec_pre_kv_sep_py3.syn1neg.npy
piskvorky_gensim/gensim/test/test_data/word2vec_pre_kv_sep_py3.syn1neg.npy
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ldamodel_python_3_5.id2word
piskvorky_gensim/gensim/test/test_data/ldamodel_python_3_5.id2word
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word2vec_pre_kv_sep_py3.syn0.npy
piskvorky_gensim/gensim/test/test_data/word2vec_pre_kv_sep_py3.syn0.npy
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ldamodel_python_2_7.state
piskvorky_gensim/gensim/test/test_data/ldamodel_python_2_7.state
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ldamodel_python_3_5.state
piskvorky_gensim/gensim/test/test_data/ldamodel_python_3_5.state
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word2vec_pre_kv_sep_py3_4
piskvorky_gensim/gensim/test/test_data/word2vec_pre_kv_sep_py3_4
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piskvorky_gensim/gensim/test/test_data/word2vec_pre_kv_sep_py2.syn1neg.npy
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word2vec_pre_kv_sep_py2
piskvorky_gensim/gensim/test/test_data/word2vec_pre_kv_sep_py2
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ldamodel_python_3_5
piskvorky_gensim/gensim/test/test_data/ldamodel_python_3_5
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atmodel_3_0_1_model.expElogbeta.npy
piskvorky_gensim/gensim/test/test_data/atmodel_3_0_1_model.expElogbeta.npy
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word2vec_pre_kv_sep_py3
piskvorky_gensim/gensim/test/test_data/word2vec_pre_kv_sep_py3
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ldamodel_python_2_7
piskvorky_gensim/gensim/test/test_data/ldamodel_python_2_7
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word2vec_pre_kv_py3
piskvorky_gensim/gensim/test/test_data/word2vec_pre_kv_py3
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word2vec_pre_kv_py2
piskvorky_gensim/gensim/test/test_data/word2vec_pre_kv_py2
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ldamodel_python_2_7.id2word
piskvorky_gensim/gensim/test/test_data/ldamodel_python_2_7.id2word
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