flurs
0.0.5
User Guide
Examples
API Reference
flurs
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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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G
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I
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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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S
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U
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__init__() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.data.entity.Event method)
(flurs.data.entity.Item method)
(flurs.data.entity.User method)
(flurs.evaluator.Evaluator method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
A
auc() (in module flurs.utils.metric)
average_precision() (in module flurs.utils.metric)
B
BaseProjection (class in flurs.utils.projection)
batch_evaluate() (flurs.evaluator.Evaluator method)
batch_update() (flurs.evaluator.Evaluator method)
BPRMFRecommender (class in flurs.recommender)
C
count_true_positive() (in module flurs.utils.metric)
D
delta() (in module flurs.datasets.movielens)
E
encode() (flurs.data.entity.Event method)
(flurs.data.entity.Item method)
(flurs.data.entity.User method)
evaluate() (flurs.evaluator.Evaluator method)
Evaluator (class in flurs.evaluator)
Event (class in flurs.data.entity)
F
feature_hash() (in module flurs.utils.feature_hash)
fetch_movielens() (in module flurs.datasets.movielens)
fit() (flurs.evaluator.Evaluator method)
flurs.datasets.movielens
module
flurs.utils.feature_hash
module
flurs.utils.metric
module
flurs.utils.projection
module
FMRecommender (class in flurs.recommender)
G
get_params() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
I
index_one_hot() (flurs.data.entity.Item method)
(flurs.data.entity.User method)
initialize() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
insert_proj_col() (flurs.utils.projection.BaseProjection method)
(flurs.utils.projection.RandomMaclaurinProjection method)
(flurs.utils.projection.RandomProjection method)
(flurs.utils.projection.Raw method)
(flurs.utils.projection.TensorSketchProjection method)
is_new_item() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
is_new_user() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
Item (class in flurs.data.entity)
L
load_movies() (in module flurs.datasets.movielens)
load_ratings() (in module flurs.datasets.movielens)
load_users() (in module flurs.datasets.movielens)
M
MFRecommender (class in flurs.recommender)
module
flurs.datasets.movielens
flurs.utils.feature_hash
flurs.utils.metric
flurs.utils.projection
mpr() (in module flurs.utils.metric)
multiple_feature_hash() (in module flurs.utils.feature_hash)
N
n_feature_hash() (in module flurs.utils.feature_hash)
ndcg() (in module flurs.utils.metric)
P
Popular (class in flurs.baseline)
precision() (in module flurs.utils.metric)
R
Random (class in flurs.baseline)
RandomMaclaurinProjection (class in flurs.utils.projection)
RandomProjection (class in flurs.utils.projection)
Raw (class in flurs.utils.projection)
recall() (in module flurs.utils.metric)
reciprocal_rank() (in module flurs.utils.metric)
recommend() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
reduce() (flurs.utils.projection.BaseProjection method)
(flurs.utils.projection.RandomMaclaurinProjection method)
(flurs.utils.projection.RandomProjection method)
(flurs.utils.projection.Raw method)
(flurs.utils.projection.TensorSketchProjection method)
register() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
register_item() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
register_user() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
S
score() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
scores2recos() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
set_params() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
SketchRecommender (class in flurs.recommender)
T
TensorSketchProjection (class in flurs.utils.projection)
U
update() (flurs.baseline.Popular method)
(flurs.baseline.Random method)
(flurs.recommender.BPRMFRecommender method)
(flurs.recommender.FMRecommender method)
(flurs.recommender.MFRecommender method)
(flurs.recommender.SketchRecommender method)
(flurs.recommender.UserKNNRecommender method)
User (class in flurs.data.entity)
UserKNNRecommender (class in flurs.recommender)
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