2.2.0, 2017-06-21
🌟 New features:
- Add sklearn wrapper for RpModel (@chinmayapancholi13, #1395)
- Add sklearn wrappers for LdaModel and LsiModel (@chinmayapancholi13, #1398)
- Add sklearn wrapper for LdaSeq (@chinmayapancholi13, #1405)
- Add keras wrapper for Word2Vec model (@chinmayapancholi13, #1248)
- Add LdaModel.diff method (@menshikh-iv, #1334)
- Allow use of truncated Dictionary for coherence measures. Fix #1342 (@macks22, #1349)
👍 Improvements:
- Fix save_as_text/load_as_text for Dictionary (@vlejd, #1402)
- Add sampling support for corpus. Fix #308 (@vlejd, #1408)
- Add napoleon extension to sphinx (@rasto2211, #1411)
- Add KeyedVectors support to AnnoyIndexer (@quole, #1318)
- Add BaseSklearnWrapper (@chinmayapancholi13, #1383)
- Replace num_words to topn in model for unification. Fix #1198 (@prakhar2b, #1200)
- Rename out_path to out_name & add logging for WordRank model. Fix #1310 (@parulsethi, #1332)
- Remove multiple iterations of corpus in p_boolean_document (@danielchamberlain, #1325)
- Fix codestyle in TfIdf (@piskvorky, #1313)
- Fix warnings from Sphinx. Partial fix #1192 (@souravsingh, #1330)
- Add test_env to setup.py (@menshikh-iv, #1336)
🔴 Bug fixes:
- Add cleanup in annoy test (@prakhar2b, #1420)
- Add cleanup in lda backprop test (@prakhar2b, #1417)
- Fix out-of-vocab in FastText (@jayantj, #1409)
- Add cleanup in WordRank test (@parulsethi, #1410)
- Fix rest requirements in Travis. Partial fix #1393 (@ibrahimsharaf, @menshikh-iv, #1400)
- Fix morfessor exception. Partial fix #1324 (@souravsingh, #1406)
- Fix test for FastText (@prakhar2b, #1371)
- Fix WikiCorpus (@alekol, #1333)
- Fix backward incompatibility for LdaModel (@chinmayapancholi13, #1327)
- Fix support for old and new FastText model format. Fix #1301 (@prakhar2b, #1319)
- Fix wrapper tests. Fix #1323 (@shubhamjain74, #1359)
- Update export_phrases method. Fix #794 (@toumorokoshi, #1362)
- Fix sklearn exception in test (@souravsingh, #1350)
📚 Tutorial and doc improvements:
- Fix incorrect link in tutorials (@aneesh-joshi, #1426)
- Add notebook with sklearn wrapper examples (@chinmayapancholi13, #1428)
- Replace absolute pathes to relative in notebooks (@vochicong, #1414)
- Fix code-style in keras notebook (@chinmayapancholi13, #1394)
- Replace absolute pathes to relative in notebooks (@vochicong, #1407)
- Fix typo in quickstart guide (@vochicong, #1404)
- Update docstring for WordRank. Fix #1384 (@parulsethi, #1378)
- Update docstring for SkLdaModel (@chinmayapancholi13, #1382)
- Update logic for updatetype in LdaModel (@chinmayapancholi13, #1389)
- Update docstring for Doc2Vec (@jstol, #1379)
- Fix docstring for KL-distance (@viciousstar, #1373)
- Update Corpora_and_Vector_Spaces tutorial (@charliejharrison, #1308)
- Add visualization for difference between LdaModel (@menshikh-iv, #1374)
- Fix punctuation & typo in changelog (@piskvorky, @menshikh-iv, #1366)
- Fix PEP8 & typo in several PRs (@menshikh-iv, #1369)
- Update docstrings connected with backward compability in for LdaModel (@chinmayapancholi13, #1365)
- Update Corpora_and_Vector_Spaces tutorial (@schuyler1d, #1360)
- Fix typo in Doc2Vec doctsring (@fujiyuu75, #1356)
- Update Annoy tutorial (@pmbaumgartner, #1355)
- Update temp folder in tutorials (@yl2526, #1352)
- Remove spaces after print in Topics_and_Transformation tutorial (@gsimore, #1354)
- Update Dictionary docstring (@oonska, #1347)
- Add section headings in word2vec notebook (@MikeTheReader, #1348)
- Fix broken urls in starter tutorials (@ka7eh, #1346)
- Update quick start notebook (@yardsale8, #1345)
- Fix typo in quick start notebook (@MikeTheReader, #1344)
- Fix docstring in keyedvectors (@chinmayapancholi13, #1337)