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User Guide
Getting Started
Using prediction algorithms
How to build your own prediction algorithm
Notation standards, References
FAQ
API Reference
prediction_algorithms package
The model_selection package
similarities module
accuracy module
dataset module
Trainset class
Reader class
evaluate module
dump module
idly
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Index
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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K
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L
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M
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N
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P
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Q
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R
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S
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T
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U
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Y
A
AlgoBase (class in idly.prediction_algorithms.algo_base)
all_items() (idly.Trainset method)
all_ratings() (idly.Trainset method)
all_users() (idly.Trainset method)
B
BaselineOnly (class in idly.prediction_algorithms.baseline_only)
best_estimator (idly.evaluate.GridSearch attribute)
(idly.model_selection.search.GridSearchCV attribute)
(idly.model_selection.search.RandomizedSearchCV attribute)
best_index (idly.evaluate.GridSearch attribute)
(idly.model_selection.search.GridSearchCV attribute)
(idly.model_selection.search.RandomizedSearchCV attribute)
best_params (idly.evaluate.GridSearch attribute)
(idly.model_selection.search.GridSearchCV attribute)
(idly.model_selection.search.RandomizedSearchCV attribute)
best_score (idly.evaluate.GridSearch attribute)
(idly.model_selection.search.GridSearchCV attribute)
(idly.model_selection.search.RandomizedSearchCV attribute)
bi (idly.prediction_algorithms.matrix_factorization.NMF attribute)
(idly.prediction_algorithms.matrix_factorization.SVD attribute)
(idly.prediction_algorithms.matrix_factorization.SVDpp attribute)
bu (idly.prediction_algorithms.matrix_factorization.NMF attribute)
(idly.prediction_algorithms.matrix_factorization.SVD attribute)
(idly.prediction_algorithms.matrix_factorization.SVDpp attribute)
build_anti_testset() (idly.Trainset method)
build_full_trainset() (idly.dataset.DatasetAutoFolds method)
build_testset() (idly.Trainset method)
C
CoClustering (class in idly.prediction_algorithms.co_clustering)
compute_baselines() (idly.prediction_algorithms.algo_base.AlgoBase method)
compute_similarities() (idly.prediction_algorithms.algo_base.AlgoBase method)
cosine() (in module idly.similarities)
cross_validate() (in module idly.model_selection.validation)
cv_results (idly.evaluate.GridSearch attribute)
(idly.model_selection.search.GridSearchCV attribute)
(idly.model_selection.search.RandomizedSearchCV attribute)
D
Dataset (class in idly.dataset)
DatasetAutoFolds (class in idly.dataset)
default_prediction() (idly.prediction_algorithms.algo_base.AlgoBase method)
dump() (in module idly.dump)
E
evaluate() (idly.evaluate.GridSearch method)
(in module idly.evaluate)
F
fcp() (in module idly.accuracy)
fit() (idly.model_selection.search.GridSearchCV method)
(idly.model_selection.search.RandomizedSearchCV method)
(idly.prediction_algorithms.algo_base.AlgoBase method)
folds() (idly.dataset.Dataset method)
G
get_neighbors() (idly.prediction_algorithms.algo_base.AlgoBase method)
global_mean (idly.Trainset attribute)
,
[1]
GridSearch (class in idly.evaluate)
GridSearchCV (class in idly.model_selection.search)
I
idly.accuracy (module)
idly.dataset (module)
idly.dump (module)
idly.evaluate (module)
idly.model_selection.split (module)
idly.prediction_algorithms (module)
idly.prediction_algorithms.algo_base (module)
idly.prediction_algorithms.predictions (module)
idly.similarities (module)
ir (idly.Trainset attribute)
K
KFold (class in idly.model_selection.split)
KNNBaseline (class in idly.prediction_algorithms.knns)
KNNBasic (class in idly.prediction_algorithms.knns)
KNNWithMeans (class in idly.prediction_algorithms.knns)
KNNWithZScore (class in idly.prediction_algorithms.knns)
knows_item() (idly.Trainset method)
knows_user() (idly.Trainset method)
L
LeaveOneOut (class in idly.model_selection.split)
load() (in module idly.dump)
load_builtin() (idly.dataset.Dataset class method)
load_from_df() (idly.dataset.Dataset class method)
load_from_file() (idly.dataset.Dataset class method)
load_from_folds() (idly.dataset.Dataset class method)
M
mae() (in module idly.accuracy)
msd() (in module idly.similarities)
N
n_items (idly.Trainset attribute)
n_ratings (idly.Trainset attribute)
n_users (idly.Trainset attribute)
NMF (class in idly.prediction_algorithms.matrix_factorization)
NormalPredictor (class in idly.prediction_algorithms.random_pred)
P
pearson() (in module idly.similarities)
pearson_baseline() (in module idly.similarities)
PredefinedKFold (class in idly.model_selection.split)
predict() (idly.model_selection.search.GridSearchCV method)
(idly.model_selection.search.RandomizedSearchCV method)
(idly.prediction_algorithms.algo_base.AlgoBase method)
Prediction (class in idly.prediction_algorithms.predictions)
PredictionImpossible
pu (idly.prediction_algorithms.matrix_factorization.NMF attribute)
(idly.prediction_algorithms.matrix_factorization.SVD attribute)
(idly.prediction_algorithms.matrix_factorization.SVDpp attribute)
Q
qi (idly.prediction_algorithms.matrix_factorization.NMF attribute)
(idly.prediction_algorithms.matrix_factorization.SVD attribute)
(idly.prediction_algorithms.matrix_factorization.SVDpp attribute)
R
RandomizedSearchCV (class in idly.model_selection.search)
rating_scale (idly.Trainset attribute)
Reader (class in idly.reader)
RepeatedKFold (class in idly.model_selection.split)
rmse() (in module idly.accuracy)
S
ShuffleSplit (class in idly.model_selection.split)
SlopeOne (class in idly.prediction_algorithms.slope_one)
split() (idly.dataset.DatasetAutoFolds method)
(idly.model_selection.split.KFold method)
(idly.model_selection.split.LeaveOneOut method)
(idly.model_selection.split.PredefinedKFold method)
(idly.model_selection.split.RepeatedKFold method)
(idly.model_selection.split.ShuffleSplit method)
SVD (class in idly.prediction_algorithms.matrix_factorization)
SVDpp (class in idly.prediction_algorithms.matrix_factorization)
T
test() (idly.model_selection.search.GridSearchCV method)
(idly.model_selection.search.RandomizedSearchCV method)
(idly.prediction_algorithms.algo_base.AlgoBase method)
to_inner_iid() (idly.Trainset method)
to_inner_uid() (idly.Trainset method)
to_raw_iid() (idly.Trainset method)
to_raw_uid() (idly.Trainset method)
train() (idly.prediction_algorithms.algo_base.AlgoBase method)
train_test_split() (in module idly.model_selection.split)
Trainset (class in idly)
U
ur (idly.Trainset attribute)
Y
yj (idly.prediction_algorithms.matrix_factorization.SVDpp attribute)
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