myFM
stable
Basic Usage
Quick Start
A Basic Tutorial with Movielens 100K
TimeSVD++ Flipped with Relation Blocks
Ordinal Regression Tutorial
Details
API References
myFM
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Index
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A
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B
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C
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D
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E
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F
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L
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M
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N
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P
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R
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V
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W
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__init__() (myfm.MyFMGibbsClassifier method)
(myfm.MyFMGibbsRegressor method)
(myfm.MyFMOrderedProbit method)
(myfm.RelationBlock method)
(myfm.utils.benchmark_data.MovieLens100kDataManager method)
(myfm.utils.benchmark_data.MovieLens10MDataManager method)
(myfm.utils.benchmark_data.MovieLens1MDataManager method)
(myfm.utils.encoders.BinningEncoder method)
(myfm.utils.encoders.CategoryValueToSparseEncoder method)
(myfm.utils.encoders.DataFrameEncoder method)
(myfm.utils.encoders.MultipleValuesToSparseEncoder method)
(myfm.VariationalFMClassifier method)
(myfm.VariationalFMRegressor method)
A
add_column() (myfm.utils.encoders.DataFrameEncoder method)
B
BinningEncoder (class in myfm.utils.encoders)
C
CategoryValueToSparseEncoder (class in myfm.utils.encoders)
cutpoint_samples (myfm.MyFMOrderedProbit property)
D
DataFrameEncoder (class in myfm.utils.encoders)
E
encode_df() (myfm.utils.encoders.DataFrameEncoder method)
encoder_shapes (myfm.utils.encoders.DataFrameEncoder property)
F
fit() (myfm.MyFMGibbsClassifier method)
(myfm.MyFMGibbsRegressor method)
(myfm.VariationalFMClassifier method)
(myfm.VariationalFMRegressor method)
L
load_movie_info() (myfm.utils.benchmark_data.MovieLens100kDataManager method)
load_rating_all() (myfm.utils.benchmark_data.MovieLens100kDataManager method)
(myfm.utils.benchmark_data.MovieLens1MDataManager method)
load_rating_kfold_split() (myfm.utils.benchmark_data.MovieLens100kDataManager method)
(myfm.utils.benchmark_data.MovieLens10MDataManager method)
(myfm.utils.benchmark_data.MovieLens1MDataManager method)
load_rating_predefined_split() (myfm.utils.benchmark_data.MovieLens100kDataManager method)
load_user_info() (myfm.utils.benchmark_data.MovieLens100kDataManager method)
M
MovieLens100kDataManager (class in myfm.utils.benchmark_data)
MovieLens10MDataManager (class in myfm.utils.benchmark_data)
MovieLens1MDataManager (class in myfm.utils.benchmark_data)
MultipleValuesToSparseEncoder (class in myfm.utils.encoders)
MyFMClassifier (in module myfm)
MyFMGibbsClassifier (class in myfm)
MyFMGibbsRegressor (class in myfm)
MyFMOrderedProbit (class in myfm)
MyFMRegressor (in module myfm)
N
names() (myfm.utils.encoders.BinningEncoder method)
(myfm.utils.encoders.CategoryValueToSparseEncoder method)
(myfm.utils.encoders.MultipleValuesToSparseEncoder method)
P
predict() (myfm.MyFMGibbsClassifier method)
(myfm.MyFMGibbsRegressor method)
(myfm.MyFMOrderedProbit method)
(myfm.VariationalFMClassifier method)
(myfm.VariationalFMRegressor method)
predict_proba() (myfm.MyFMGibbsClassifier method)
(myfm.MyFMOrderedProbit method)
(myfm.VariationalFMClassifier method)
R
RelationBlock (class in myfm)
V
V_mean (myfm.VariationalFMClassifier property)
(myfm.VariationalFMRegressor property)
V_samples (myfm.MyFMGibbsClassifier property)
(myfm.MyFMGibbsRegressor property)
(myfm.MyFMOrderedProbit property)
V_var (myfm.VariationalFMClassifier property)
(myfm.VariationalFMRegressor property)
VariationalFMClassifier (class in myfm)
VariationalFMRegressor (class in myfm)
W
w0_mean (myfm.VariationalFMClassifier property)
(myfm.VariationalFMRegressor property)
w0_samples (myfm.MyFMGibbsClassifier property)
(myfm.MyFMGibbsRegressor property)
(myfm.MyFMOrderedProbit property)
w0_var (myfm.VariationalFMClassifier property)
(myfm.VariationalFMRegressor property)
w_mean (myfm.VariationalFMClassifier property)
(myfm.VariationalFMRegressor property)
w_samples (myfm.MyFMGibbsClassifier property)
(myfm.MyFMGibbsRegressor property)
(myfm.MyFMOrderedProbit property)
w_var (myfm.VariationalFMClassifier property)
(myfm.VariationalFMRegressor property)
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