LDA-VEM

Variational EM implementation for LDA, MedLDA, Non-parametric LDA, Labeled LDA, DSLDA and many others!

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
liblinear-1.92		liblinear-1.92
onlineHDP		onlineHDP
E_logsticks.m		E_logsticks.m
E_step.m		E_step.m
E_step_NPDSLDA.m		E_step_NPDSLDA.m
Elog_globalsticks.m		Elog_globalsticks.m
InferenceOnTest.m		InferenceOnTest.m
InferenceOnTest_NPDSLDA.m		InferenceOnTest_NPDSLDA.m
InferenceOnTest_NPDSLDA.m~		InferenceOnTest_NPDSLDA.m~
L_alpha.m		L_alpha.m
L_alpha1.m		L_alpha1.m
L_alpha1_alpha2.m		L_alpha1_alpha2.m
L_alpha2.m		L_alpha2.m
L_alpha2pclass.m		L_alpha2pclass.m
L_alphazero_NPDSLDA.m		L_alphazero_NPDSLDA.m
L_epsilon.m		L_epsilon.m
L_eta.m		L_eta.m
L_eta_NPDSLDA.m		L_eta_NPDSLDA.m
L_gammazero_NPDSLDA.m		L_gammazero_NPDSLDA.m
L_uzero_NPDSLDA.m		L_uzero_NPDSLDA.m
M_step.m		M_step.m
M_step_NPDSLDA.m		M_step_NPDSLDA.m
README.md		README.md
ReadMe		ReadMe
ReadMe~		ReadMe~
SelRandomVec.m		SelRandomVec.m
binary_accuracy.m		binary_accuracy.m
cal_F_score.m		cal_F_score.m
cal_accuracy.m		cal_accuracy.m
cal_accuracy_NPDSLDA.m		cal_accuracy_NPDSLDA.m
cal_accuracy_NPDSLDA.m~		cal_accuracy_NPDSLDA.m~
cal_likelihood.m		cal_likelihood.m
class_topic_correlation.m		class_topic_correlation.m
compareval.m		compareval.m
contractT.m		contractT.m
converged.m		converged.m
convertToLibSVMformat.m		convertToLibSVMformat.m
convertToMedLDAformat.m		convertToMedLDAformat.m
convertTosLDAformat.m		convertTosLDAformat.m
converttoSLDA.m		converttoSLDA.m
createsynthtrdata.m		createsynthtrdata.m
diff_vec.m		diff_vec.m
dir_newton_alpha.m		dir_newton_alpha.m
dir_newton_alpha1.m		dir_newton_alpha1.m
disp_accuracy.m		disp_accuracy.m
expandT.m		expandT.m
generalized_dir_newton_alpha.m		generalized_dir_newton_alpha.m
getLiblinearperf.m		getLiblinearperf.m
get_LabelMedata.m		get_LabelMedata.m
get_confdata.m		get_confdata.m
get_medLDAovadata.m		get_medLDAovadata.m
getmedLDAperf.m		getmedLDAperf.m
getstat.m		getstat.m
h_inv_g_alpha.m		h_inv_g_alpha.m
hdp_to_lda.m		hdp_to_lda.m
init_params.m		init_params.m
init_params_NPDSLDA.m		init_params_NPDSLDA.m
inittestmodel.m		inittestmodel.m
inittestmodel_NPDSLDA.m		inittestmodel_NPDSLDA.m
inittestmodel_NPDSLDA.m~		inittestmodel_NPDSLDA.m~
likelihood_NPDSLDA.m		likelihood_NPDSLDA.m
log_sum.m		log_sum.m
lower_diagonal_partial_sum.m		lower_diagonal_partial_sum.m
lower_partial_sum.m		lower_partial_sum.m
mainfile.m		mainfile.m
mainfile_apascal.m		mainfile_apascal.m
mainfile_ayahoo.m		mainfile_ayahoo.m
mainfile_confdata.m		mainfile_confdata.m
mainfile_confdata.m~		mainfile_confdata.m~
mainfile_labelme.m		mainfile_labelme.m
optimal_ordering.m		optimal_ordering.m
organize_LabelMe.m		organize_LabelMe.m
partial_sum.m		partial_sum.m
plotgraphs.m		plotgraphs.m
plotgraphs2.m		plotgraphs2.m
prep_apascal.m		prep_apascal.m
prep_ayahoo.m		prep_ayahoo.m
prepargsforsmallphi.m		prepargsforsmallphi.m
prepargsforzeta.m		prepargsforzeta.m
save_accuracy.m		save_accuracy.m
separate_LabelMe.m		separate_LabelMe.m
split_train_test_LabelMedata.m		split_train_test_LabelMedata.m
ss_feature_m.m		ss_feature_m.m
ssstat.mat		ssstat.mat
sum_phi.cpp		sum_phi.cpp
sum_phi.mexa64		sum_phi.mexa64
sum_unw_zeta.cpp		sum_unw_zeta.cpp
sum_unw_zeta.mexa64		sum_unw_zeta.mexa64
sum_zeta.cpp		sum_zeta.cpp
sum_zeta.mexa64		sum_zeta.mexa64
sum_zeta_m.m		sum_zeta_m.m
sumlog.m		sumlog.m
synthdata.m		synthdata.m
test.cpp		test.cpp
test.mexa64		test.mexa64
untitled.m		untitled.m
update_a.m		update_a.m
update_alpha.m		update_alpha.m
update_alpha1.m		update_alpha1.m
update_alpha1_alpha2.m		update_alpha1_alpha2.m

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