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Add Pivot Normalization for gensim.models.TfidfModel. Fix #220 #1780

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merged 62 commits into from
Mar 13, 2018
+643 −104
Merged

Add Pivot Normalization for gensim.models.TfidfModel. Fix #220 #1780

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efb7e3c
pivot normalization
markroxor Dec 12, 2017
b7d07d4
Merge branch 'develop' of https://github.com/RaRe-Technologies/gensim…
markroxor Dec 12, 2017
e8a3f16
verify weights
markroxor Dec 15, 2017
648bf21
verify weights
markroxor Dec 15, 2017
a6f1afb
smartirs ready
markroxor Dec 15, 2017
d091138
change old tests
markroxor Dec 15, 2017
951c549
remove lambdas
markroxor Dec 15, 2017
40c0558
address suggestions
markroxor Dec 16, 2017
b35344c
minor fix
markroxor Dec 19, 2017
634d595
pep8 fix
markroxor Dec 19, 2017
0917e75
pep8 fix
markroxor Dec 19, 2017
bef79cc
numpy style doc strings
markroxor Dec 19, 2017
d3d431c
fix pickle problem
menshikh-iv Dec 21, 2017
0e6f21e
flake8 fix
markroxor Dec 21, 2017
7ee7560
fix bug in docstring
menshikh-iv Dec 21, 2017
b2def84
added few tests
markroxor Dec 22, 2017
5b2d37a
fix normalize issue for pickling
markroxor Dec 22, 2017
ac4b154
fix normalize issue for pickling
markroxor Dec 22, 2017
0bacc08
test without sklearn api
markroxor Dec 22, 2017
51e0eb9
Merge branch 'smartirs' of github.com:markroxor/gensim into smartirs
markroxor Dec 22, 2017
3039732
hanging idents and new tests
markroxor Dec 25, 2017
99e6a6f
Merge branch 'develop' of https://github.com/RaRe-Technologies/gensim…
markroxor Dec 26, 2017
7d63d9c
Merge branch 'smartirs' of github.com:markroxor/gensim into smartirs
markroxor Dec 26, 2017
e5140f8
add docstring
markroxor Dec 26, 2017
4afbadd
add docstring
markroxor Dec 26, 2017
d2fe235
Merge branch 'smartirs' of github.com:markroxor/gensim into smartirs
markroxor Dec 26, 2017
5565c78
Merge branch 'develop' of https://github.com/RaRe-Technologies/gensim…
markroxor Dec 26, 2017
099dbdf
merge conflicts fix
markroxor Dec 26, 2017
ef67f63
pivotized normalization
markroxor Dec 26, 2017
52ee3c4
better way cmparing floats
markroxor Dec 27, 2017
3087030
pass tests
markroxor Dec 27, 2017
62bba1b
pass tests
markroxor Dec 27, 2017
0a9f816
merging
markroxor Feb 12, 2018
dc63ab9
Merge branch 'pivot_norm' of github.com:markroxor/gensim into pivot_norm
markroxor Feb 12, 2018
035c8c5
merge develop
markroxor Feb 12, 2018
dc4ca52
added benchmarks
markroxor Feb 12, 2018
1ee449d
address comments
markroxor Feb 15, 2018
4ea6caa
benchmarking
markroxor Feb 28, 2018
b3cead6
testing pipeline
markroxor Mar 1, 2018
044332b
pivoted normalisation
markroxor Mar 1, 2018
1c2196c
taking overall norm
markroxor Mar 3, 2018
309b4e8
Update tfidfmodel.py
markroxor Mar 3, 2018
3866a9c
Update sklearn_api.ipynb
markroxor Mar 3, 2018
12b42e6
tests for pivoted normalization
markroxor Mar 5, 2018
0ff6ad7
results
markroxor Mar 5, 2018
65c651b
adding visualizations
markroxor Mar 5, 2018
4a947ba
minor nb changes
markroxor Mar 6, 2018
619bb33
minor nb changes
markroxor Mar 6, 2018
f105190
removed self.pivoted_normalisation
markroxor Mar 11, 2018
6410f21
Update test_tfidfmodel.py
markroxor Mar 11, 2018
2eb6fc2
Merge branch 'develop' of https://github.com/RaRe-Technologies/gensim…
markroxor Mar 12, 2018
a65dccf
minor suggestions
markroxor Mar 12, 2018
8717350
added description
markroxor Mar 12, 2018
95cb630
added description
markroxor Mar 12, 2018
5f46d2f
Merge branch 'pivot_norm' of github.com:markroxor/gensim into pivot_norm
markroxor Mar 13, 2018
2c7115d
last commit
markroxor Mar 13, 2018
1fe46f8
Merge remote-tracking branch 'upstream/develop' into pivot_norm
menshikh-iv Mar 13, 2018
63c8385
cleanup
menshikh-iv Mar 13, 2018
5e87229
cosmetic fixes
menshikh-iv Mar 13, 2018
9f2b02c
changed pivot
markroxor Mar 13, 2018
fc701a1
changed pivot
markroxor Mar 13, 2018
1868da5
fixed comments
markroxor Mar 13, 2018
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