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[MRG] Added 'score' function for LdaModel's sklearn wrapper #1445

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merged 14 commits into from
Aug 3, 2017
Merged

[MRG] Added 'score' function for LdaModel's sklearn wrapper #1445

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5a45c87
added 'score' function for LDA
chinmayapancholi13 Jun 23, 2017
90e4bab
added scoring for 'perplexity'
Jun 30, 2017
a575682
updated ipynb for 'score' function in ldamodel
Jun 30, 2017
e31efe2
added reason for returning -1*perplexity
Jul 3, 2017
9618322
PEP8 fix
Jul 3, 2017
b7c1219
added 'u_mass' mode for scoring
Jul 7, 2017
13abcfc
updated ipynb for grid search
Jul 7, 2017
a916dbc
updated error handling when 'w_star_count'=0 in 'log_conditional_prob…
chinmayapancholi13 Jul 14, 2017
d4b1986
updated 'score' function for lda wrapper
chinmayapancholi13 Jul 14, 2017
48b37c9
updated sklearn ipynb with ldamodel scoring examples
chinmayapancholi13 Jul 14, 2017
2adaf99
flake8 fix
chinmayapancholi13 Jul 14, 2017
83fe645
updated examples for function for lda model api
chinmayapancholi13 Jul 18, 2017
06610f4
updated example for lda scoring in ipynb
chinmayapancholi13 Jul 20, 2017
fe3c51d
added comments for 'scoring' param of 'GridSearchCV'
chinmayapancholi13 Jul 26, 2017
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