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* Adds wordnet mammal train file * Adds link to data file in notebook
* update according to new pytest_benchmark version * update wheel-storage url * use only twine
* Add docstrings in numpy-style fromat * fix PEP8 * remove outdated "hack" (smart_open is core dependency right now) * fix docstrings[1] * remove unused internal class * fix docstrings[2] * fix docstrings[3] * fix docstrings[4] * fix docstrings[5] * fix docstrings[6] * fix docstrings[7] * fix docstrings[8] * add missing `pattern` to doc dependencies * fix docstrings[9] * fix docstrings[10]
* first attempt to convert few lines into numpy-style doc * added parameters in documentation * more documentation * few corrections * show inheritance and undoc members * show special members * example is executable now * link to the paper added, named parameters * fixed doc * fixed doc * fixed whitespaces * fix docstrings & PEP8 * fix docstrings * fix typo
* convert Space class doc to numpy style * fix docstrings[1] * fix docstrings[2] * remove useless load * fix docstrings[3] * add missing import * fix docstrings[4]
* init config for circle * change * rm cache, install tox distinctly * fix indentation & command * update venv * add pip-cache * add apt packages for latex * rename * enable latex rendering * remove doc building from Travis * store new doc version
* Refactored aggregation * Micro-Fix for aggregation.py, partially refactored direct_confirmation.py * Partially refactored indirect_confirmation_measure * Some additions * Math attempts * add math extension for sphinx * Minor refactoring * Some refactoring for probability_estimation * Beta-strings * Different additions * Minor changes * text_analysis left * Added example for ContextVectorComputer class * probability_estimation 0.9 * beta_version * Added some examples for text_analysis * text_analysis: corrected example for class UsesDictionary * Final additions for text_analysis.py * fix cross-reference problem * fix pep8 * fix aggregation * fix direct_confirmation_measure * fix types in direct_confirmation_measure * partial fix indirect_confirmation_measure * HotFix for probability_estimation and segmentation * Refactoring for probability_estimation * Changes for indirect_confirmation_measure * Fixed segmentation, partly fixed text_analysis * Add Notes for text_analysis * fix di/ind * fix doc examples in probability_estimation * fix probability_estimation * fix segmentation * fix docstring in probability_estimation * partial fix test_analysis * add latex stuff for docs build * doc fix[1] * doc fix[2] * remove apt install from travis (now doc build in circle)
* First edits * changed bow * Added examples * Final commit of the night * Still struggling with docs * Removed examples but still struggling with documentation * fix docstring * fix docstring[2]
* improve and correct documentation of models/logentropy_model * include fixes according to comments * implement fixes suggested * associate methods with examples. * fix minor typos * doc fix
* numpy style documentation on matutils.py * doc fix[1] * doc fix[2] * doc fix[3] * doc fix[4] * doc fix[5] * doc fix[6]
* minor style refactoring and comment fixes in accordance to PEP8 * Created test data in legitimate compressed XML format (.xml.bz2) for the WikiCorpus class. * Used the same raw data found for other sources (9 articles). * Added Various wiki markup to test the parsing regural expressions * Added test class for the WikiCorpus source. * Following the same inheritance schema as in the source TestWikiCorpus > TestTextCorpus > CorpusTestCase. * Testing methods are overriden where necessary to reflect logic changes. * All existing functionality is tested (account for markup handling, minimum article length etc) * Fix python 3 compatibility for generator next method * code review corrections * Moved WikiCorpus tests from test/test_wikicorpus.py into its class within the test_corpora.py file. * Adapted all old tests to the new class * Current Test class schema ensures that WikiCorpus also passes tests defined in parents * Deleted test_wikicorpus.py since it is now redundant * Discarded the empty input test for the WikiCorpus since an empty file is not legitimate XML * Added 2 more tests
* bm25 scoring function updated * Fixes #1828 * Fixes #1828 * Fixes #1828 * Fixes #1828 * Fixes #1828 * Fixes #1828 , Tests added * Fixes #1828 , Tests added * Fixes #1828 , Tests Added * Fixes #1828 , Tests Added * Fixes #1828 , Tests Added * Fixes #1828 , Tests Added * Fixes #1828 * Function Parameters corrected , Fixes #1818 * add missing params + add supercall
…sim.models.callbacks` (#1823) * add keyword params for call to gensim.models.CoherenceModel as positional arguments for coherence and topn were incorrect due to skipping param for keyed_vectors * Fix PEP8
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