Index

A

AI (class in ai.ai)

all_dataset_mf (ai.recommender.knn_meta_recommender.KNNMetaRecommender attribute) AverageRecommender (class in ai.recommender.average_recommender)

B

balanced_accuracy() (in module machine.learn.skl_utils) BaseRecommender (class in ai.recommender.base)

best_model_prediction() (ai.recommender.knn_meta_recommender.KNNMetaRecommender method) bool_type() (in module machine.learn.io_utils)

C

check_column() (in module machine.learn.io_utils) check_requests() (ai.ai.AI method)

check_results() (ai.ai.AI method) CoClusteringRecommender (class in ai.recommender.surprise_recommenders) compute_imp_score() (in module machine.learn.skl_utils)

E

Experiment (class in machine.learn.io_utils)

export_model() (in module machine.learn.skl_utils)

F

fit() (ai.sklearn.pennai_sklearn.PennAI method)

G

generate_export_codes() (in module machine.learn.skl_utils) generate_recommendations() (ai.ai.AI method) generate_results() (in module machine.learn.skl_utils) get_col_idx() (in module machine.learn.skl_utils) get_file_data() (in module machine.learn.io_utils)

get_input() (machine.learn.io_utils.Experiment method) get_input_data() (in module machine.learn.io_utils) get_model() (machine.learn.io_utils.Experiment method) get_projects() (in module machine.learn.io_utils) get_results_metafeatures() (ai.ai.AI method) get_type() (in module machine.learn.io_utils)

I

initialize_recommenders() (ai.ai.AI method)

K

KNNDatasetRecommender (class in ai.recommender.surprise_recommenders) KNNMetaRecommender (class in ai.recommender.knn_meta_recommender)

KNNMLRecommender (class in ai.recommender.surprise_recommenders) KNNWithMeansRecommender (class in ai.recommender.surprise_recommenders)

L

load() (ai.recommender.base.BaseRecommender method) (ai.recommender.surprise_recommenders.SurpriseRecommender method)

load_knowledgebase() (ai.ai.AI method) load_state() (ai.ai.AI method)

M

max_epochs (ai.recommender.surprise_recommenders.SurpriseRecommender attribute)

N

none() (in module machine.learn.io_utils)

P

parse_args() (in module machine.learn.io_utils) PennAI (class in ai.sklearn.pennai_sklearn) PennAIClassifier (class in ai.sklearn.pennai_sklearn) PennAIRegressor (class in ai.sklearn.pennai_sklearn) plot_confusion_matrix() (in module machine.learn.skl_utils) plot_dot_plot() (in module machine.learn.skl_utils)

plot_imp_score() (in module machine.learn.skl_utils) plot_learning_curve() (in module machine.learn.skl_utils) plot_pca_2d() (in module machine.learn.skl_utils) plot_roc_curve() (in module machine.learn.skl_utils) plot_tsne_2d() (in module machine.learn.skl_utils) predict() (ai.sklearn.pennai_sklearn.PennAI method)

R

RandomRecommender (class in ai.recommender.random_recommender) recommend() (ai.recommender.average_recommender.AverageRecommender method) (ai.recommender.base.BaseRecommender method) (ai.recommender.knn_meta_recommender.KNNMetaRecommender method) (ai.recommender.random_recommender.RandomRecommender method) (ai.recommender.surprise_recommenders.SurpriseRecommender method)

S

save() (ai.recommender.base.BaseRecommender method) save_json_fmt() (in module machine.learn.skl_utils) save_state() (ai.ai.AI method) score() (ai.sklearn.pennai_sklearn.PennAI method)

setup_model_params() (in module machine.learn.skl_utils) SlopeOneRecommender (class in ai.recommender.surprise_recommenders) SurpriseRecommender (class in ai.recommender.surprise_recommenders) SVDRecommender (class in ai.recommender.surprise_recommenders)

T

transfer_rec() (ai.ai.AI method)

U

update() (ai.recommender.average_recommender.AverageRecommender method) (ai.recommender.base.BaseRecommender method) (ai.recommender.knn_meta_recommender.KNNMetaRecommender method) (ai.recommender.random_recommender.RandomRecommender method) (ai.recommender.surprise_recommenders.SurpriseRecommender method)

update_and_save() (ai.recommender.base.BaseRecommender method) update_model() (ai.recommender.knn_meta_recommender.KNNMetaRecommender method) update_recommender() (ai.ai.AI method)