Index

_

__init__() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) (streamsightv2.evaluators.Builder method) (streamsightv2.evaluators.EvaluatorBase method) (streamsightv2.evaluators.EvaluatorPipeline method) (streamsightv2.evaluators.EvaluatorPipelineBuilder method) (streamsightv2.evaluators.EvaluatorStreamer method) (streamsightv2.evaluators.EvaluatorStreamerBuilder method) (streamsightv2.evaluators.MetricAccumulator method) (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.evaluators.UserItemBaseStatus method) (streamsightv2.matrix.InteractionMatrix method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.metadata.Metadata method) (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) (streamsightv2.preprocessing.DataFramePreprocessor method) (streamsightv2.preprocessing.Filter method) (streamsightv2.preprocessing.MinItemsPerUser method) (streamsightv2.preprocessing.MinUsersPerItem method) (streamsightv2.registries.AlgorithmEntry method) (streamsightv2.registries.AlgorithmRegistry method) (streamsightv2.registries.AlgorithmStateEnum method) (streamsightv2.registries.AlgorithmStatusEntry method) (streamsightv2.registries.AlgorithmStatusRegistry method) (streamsightv2.registries.DatasetRegistry method) (streamsightv2.registries.MetricEntry method) (streamsightv2.registries.MetricRegistry method) (streamsightv2.settings.NPastInteractionTimestampSplitter method) (streamsightv2.settings.PredictionDataProcessor method) (streamsightv2.settings.Processor method) (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) (streamsightv2.settings.TimestampSplitter method) (streamsightv2.utils.ProgressBar method) _abc_impl (streamsightv2.algorithms.Algorithm attribute) (streamsightv2.algorithms.DecayPopularity attribute) (streamsightv2.algorithms.ItemKNN attribute) (streamsightv2.algorithms.ItemKNNIncremental attribute) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K attribute) (streamsightv2.algorithms.ItemKNNRolling attribute) (streamsightv2.algorithms.ItemKNNStatic attribute) (streamsightv2.algorithms.MostPop attribute) (streamsightv2.algorithms.Random attribute) (streamsightv2.algorithms.RecentPopularity attribute) (streamsightv2.algorithms.TARSItemKNN attribute) (streamsightv2.algorithms.TARSItemKNNDing attribute) (streamsightv2.algorithms.TARSItemKNNLiu attribute) (streamsightv2.algorithms.TARSItemKNNVaz attribute) (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute) (streamsightv2.datasets.Dataset attribute) (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) (streamsightv2.datasets.TestDataset attribute) (streamsightv2.datasets.YelpDataset attribute) (streamsightv2.evaluators.Builder attribute) (streamsightv2.evaluators.EvaluatorPipelineBuilder attribute) (streamsightv2.evaluators.EvaluatorStreamerBuilder attribute) (streamsightv2.metadata.Metadata attribute) (streamsightv2.preprocessing.Filter attribute) (streamsightv2.preprocessing.MinItemsPerUser attribute) (streamsightv2.preprocessing.MinUsersPerItem attribute) (streamsightv2.settings.NPastInteractionTimestampSplitter attribute) (streamsightv2.settings.PredictionDataProcessor attribute) (streamsightv2.settings.Processor attribute) (streamsightv2.settings.Setting attribute) (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) (streamsightv2.settings.TimestampSplitter attribute) _acc (streamsightv2.evaluators.EvaluatorPipeline attribute) (streamsightv2.evaluators.EvaluatorStreamer attribute) _add_decay_to_fit_matrix() (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _add_decay_to_interaction_matrix() (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _add_decay_to_predict_matrix() (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _apply_mask() (streamsightv2.matrix.InteractionMatrix method) _asdict() (streamsightv2.registries.AlgorithmEntry method) (streamsightv2.registries.MetricEntry method) _assert_has_timestamps() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _assert_is_interaction_matrix() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _background_data (streamsightv2.settings.Setting attribute) (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) _build_request_for_signature() (streamsightv2.algorithms.Algorithm class method) (streamsightv2.algorithms.DecayPopularity class method) (streamsightv2.algorithms.ItemKNN class method) (streamsightv2.algorithms.ItemKNNIncremental class method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K class method) (streamsightv2.algorithms.ItemKNNRolling class method) (streamsightv2.algorithms.ItemKNNStatic class method) (streamsightv2.algorithms.MostPop class method) (streamsightv2.algorithms.Random class method) (streamsightv2.algorithms.RecentPopularity class method) (streamsightv2.algorithms.TARSItemKNN class method) (streamsightv2.algorithms.TARSItemKNNDing class method) (streamsightv2.algorithms.TARSItemKNNLiu class method) (streamsightv2.algorithms.TARSItemKNNVaz class method) _cache_evaluation_data() (streamsightv2.evaluators.EvaluatorStreamer method) _calculate() (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) _check_feature_names() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _check_fit_complete() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _check_n_features() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _check_ready() (streamsightv2.evaluators.Builder method) (streamsightv2.evaluators.EvaluatorPipelineBuilder method) (streamsightv2.evaluators.EvaluatorStreamerBuilder method) _check_safe() (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) (streamsightv2.metadata.Metadata method) _check_setting_exist() (streamsightv2.evaluators.Builder method) (streamsightv2.evaluators.EvaluatorPipelineBuilder method) (streamsightv2.evaluators.EvaluatorStreamerBuilder method) _check_shape() (streamsightv2.matrix.InteractionMatrix method) _check_size() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) _check_split() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) _check_split_complete() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) _create_generator() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) _current_timestamp (streamsightv2.evaluators.EvaluatorPipeline attribute) (streamsightv2.evaluators.EvaluatorStreamer attribute) _data_release_step() (streamsightv2.evaluators.EvaluatorPipeline method) _dataframe_to_matrix() (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) _default_filters (streamsightv2.datasets.AmazonBookDataset property) (streamsightv2.datasets.AmazonMovieDataset property) (streamsightv2.datasets.AmazonMusicDataset property) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset property) (streamsightv2.datasets.Dataset property) (streamsightv2.datasets.LastFMDataset property) (streamsightv2.datasets.MovieLens100K property) (streamsightv2.datasets.TestDataset property) (streamsightv2.datasets.YelpDataset property) _doc_link_module (streamsightv2.algorithms.Algorithm attribute) (streamsightv2.algorithms.DecayPopularity attribute) (streamsightv2.algorithms.ItemKNN attribute) (streamsightv2.algorithms.ItemKNNIncremental attribute) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K attribute) (streamsightv2.algorithms.ItemKNNRolling attribute) (streamsightv2.algorithms.ItemKNNStatic attribute) (streamsightv2.algorithms.MostPop attribute) (streamsightv2.algorithms.Random attribute) (streamsightv2.algorithms.RecentPopularity attribute) (streamsightv2.algorithms.TARSItemKNN attribute) (streamsightv2.algorithms.TARSItemKNNDing attribute) (streamsightv2.algorithms.TARSItemKNNLiu attribute) (streamsightv2.algorithms.TARSItemKNNVaz attribute) _doc_link_template (streamsightv2.algorithms.Algorithm property) (streamsightv2.algorithms.DecayPopularity property) (streamsightv2.algorithms.ItemKNN property) (streamsightv2.algorithms.ItemKNNIncremental property) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K property) (streamsightv2.algorithms.ItemKNNRolling property) (streamsightv2.algorithms.ItemKNNStatic property) (streamsightv2.algorithms.MostPop property) (streamsightv2.algorithms.Random property) (streamsightv2.algorithms.RecentPopularity property) (streamsightv2.algorithms.TARSItemKNN property) (streamsightv2.algorithms.TARSItemKNNDing property) (streamsightv2.algorithms.TARSItemKNNLiu property) (streamsightv2.algorithms.TARSItemKNNVaz property) _doc_link_url_param_generator (streamsightv2.algorithms.Algorithm attribute) (streamsightv2.algorithms.DecayPopularity attribute) (streamsightv2.algorithms.ItemKNN attribute) (streamsightv2.algorithms.ItemKNNIncremental attribute) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K attribute) (streamsightv2.algorithms.ItemKNNRolling attribute) (streamsightv2.algorithms.ItemKNNStatic attribute) (streamsightv2.algorithms.MostPop attribute) (streamsightv2.algorithms.Random attribute) (streamsightv2.algorithms.RecentPopularity attribute) (streamsightv2.algorithms.TARSItemKNN attribute) (streamsightv2.algorithms.TARSItemKNNDing attribute) (streamsightv2.algorithms.TARSItemKNNLiu attribute) (streamsightv2.algorithms.TARSItemKNNVaz attribute) _download_dataset() (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) _download_metadata() (streamsightv2.metadata.Metadata method) _eliminate_empty_users() (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) _evaluate() (streamsightv2.evaluators.EvaluatorStreamer method) _evaluate_step() (streamsightv2.evaluators.EvaluatorPipeline method) _expand_historical_data() (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.MostPop method) _false_negative (streamsightv2.metrics.DCGK attribute) (streamsightv2.metrics.HitK attribute) (streamsightv2.metrics.Metric attribute) (streamsightv2.metrics.NDCGK attribute) (streamsightv2.metrics.PrecisionK attribute) (streamsightv2.metrics.RecallK attribute) _false_positive (streamsightv2.metrics.DCGK attribute) (streamsightv2.metrics.HitK attribute) (streamsightv2.metrics.Metric attribute) (streamsightv2.metrics.NDCGK attribute) (streamsightv2.metrics.PrecisionK attribute) (streamsightv2.metrics.RecallK attribute) _fetch_dataset_metadata() (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) _fetch_remote() (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) (streamsightv2.metadata.Metadata method)

_field_defaults (streamsightv2.registries.AlgorithmEntry attribute) (streamsightv2.registries.MetricEntry attribute) _fields (streamsightv2.registries.AlgorithmEntry attribute) (streamsightv2.registries.MetricEntry attribute) _fit() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _generate_next_value_() (streamsightv2.evaluators.MetricLevelEnum static method) (streamsightv2.matrix.ItemUserBasedEnum static method) (streamsightv2.registries.AlgorithmStateEnum static method) _get_decay_func() (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _get_default_requests() (streamsightv2.algorithms.Algorithm class method) (streamsightv2.algorithms.DecayPopularity class method) (streamsightv2.algorithms.ItemKNN class method) (streamsightv2.algorithms.ItemKNNIncremental class method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K class method) (streamsightv2.algorithms.ItemKNNRolling class method) (streamsightv2.algorithms.ItemKNNStatic class method) (streamsightv2.algorithms.MostPop class method) (streamsightv2.algorithms.Random class method) (streamsightv2.algorithms.RecentPopularity class method) (streamsightv2.algorithms.TARSItemKNN class method) (streamsightv2.algorithms.TARSItemKNNDing class method) (streamsightv2.algorithms.TARSItemKNNLiu class method) (streamsightv2.algorithms.TARSItemKNNVaz class method) _get_doc_link() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _get_evaluation_data() (streamsightv2.evaluators.EvaluatorBase method) (streamsightv2.evaluators.EvaluatorPipeline method) (streamsightv2.evaluators.EvaluatorStreamer method) _get_first_n_interactions() (streamsightv2.matrix.InteractionMatrix method) _get_last_n_interactions() (streamsightv2.matrix.InteractionMatrix method) _get_metadata_request() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _get_param_names() (streamsightv2.algorithms.Algorithm class method) (streamsightv2.algorithms.DecayPopularity class method) (streamsightv2.algorithms.ItemKNN class method) (streamsightv2.algorithms.ItemKNNIncremental class method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K class method) (streamsightv2.algorithms.ItemKNNRolling class method) (streamsightv2.algorithms.ItemKNNStatic class method) (streamsightv2.algorithms.MostPop class method) (streamsightv2.algorithms.Random class method) (streamsightv2.algorithms.RecentPopularity class method) (streamsightv2.algorithms.TARSItemKNN class method) (streamsightv2.algorithms.TARSItemKNNDing class method) (streamsightv2.algorithms.TARSItemKNNLiu class method) (streamsightv2.algorithms.TARSItemKNNVaz class method) _get_tags() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _ground_truth_data (streamsightv2.settings.Setting attribute) (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) _ground_truth_data_generator() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) _incremental_data (streamsightv2.settings.Setting attribute) (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) _incremental_data_generator() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) _indices (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.Metric property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property) _inject_item_id() (streamsightv2.settings.PredictionDataProcessor method) _inject_user_id() (streamsightv2.settings.PredictionDataProcessor method) _instantiate_algorithm() (streamsightv2.evaluators.EvaluatorPipeline method) _load_dataframe() (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) _load_metadata_dataframe() (streamsightv2.metadata.Metadata method) _make() (streamsightv2.registries.AlgorithmEntry class method) (streamsightv2.registries.MetricEntry class method) _map_users() (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) _more_tags() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _next_t_window_generator() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) _num_full_interactions (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) _pad_matrix() (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.MostPop method) _pad_predict() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _predict() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _prediction_shape_handler() (streamsightv2.evaluators.EvaluatorBase method) (streamsightv2.evaluators.EvaluatorPipeline method) (streamsightv2.evaluators.EvaluatorStreamer method) _print_log_message() (streamsightv2.preprocessing.DataFramePreprocessor method) _ready_algo() (streamsightv2.evaluators.EvaluatorPipeline method) _ready_evaluator() (streamsightv2.evaluators.EvaluatorPipeline method) _replace() (streamsightv2.registries.AlgorithmEntry method) (streamsightv2.registries.MetricEntry method) _repr_html_ (streamsightv2.algorithms.Algorithm property) (streamsightv2.algorithms.DecayPopularity property) (streamsightv2.algorithms.ItemKNN property) (streamsightv2.algorithms.ItemKNNIncremental property) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K property) (streamsightv2.algorithms.ItemKNNRolling property) (streamsightv2.algorithms.ItemKNNStatic property) (streamsightv2.algorithms.MostPop property) (streamsightv2.algorithms.Random property) (streamsightv2.algorithms.RecentPopularity property) (streamsightv2.algorithms.TARSItemKNN property) (streamsightv2.algorithms.TARSItemKNNDing property) (streamsightv2.algorithms.TARSItemKNNLiu property) (streamsightv2.algorithms.TARSItemKNNVaz property) _repr_html_inner() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _repr_mimebundle_() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _reset_unknown_user_item_base() (streamsightv2.evaluators.UserItemBaseStatus method) _scores (streamsightv2.metrics.NDCGK attribute) (streamsightv2.metrics.PrecisionK attribute) (streamsightv2.metrics.RecallK attribute) _set_shape() (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) _split() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) _split_complete (streamsightv2.settings.Setting attribute) (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) _t_window (streamsightv2.settings.Setting attribute) (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) _timestamps_cmp() (streamsightv2.matrix.InteractionMatrix method) _transform_fit_input() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _transform_predict_input() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _transform_prediction() (streamsightv2.evaluators.EvaluatorStreamer method) _true_positive (streamsightv2.metrics.DCGK attribute) (streamsightv2.metrics.HitK attribute) (streamsightv2.metrics.Metric attribute) (streamsightv2.metrics.NDCGK attribute) (streamsightv2.metrics.PrecisionK attribute) (streamsightv2.metrics.RecallK attribute) _unlabeled_data (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) _unlabeled_data_generator() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) _update_id_mappings() (streamsightv2.preprocessing.DataFramePreprocessor method) _update_known_user_item_base() (streamsightv2.evaluators.UserItemBaseStatus method) _update_unknown_user_item_base() (streamsightv2.evaluators.UserItemBaseStatus method) _validate_data() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _validate_params() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) _value (streamsightv2.metrics.NDCGK attribute) (streamsightv2.metrics.PrecisionK attribute) (streamsightv2.metrics.RecallK attribute) _verify_shape() (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) _y_pred (streamsightv2.metrics.NDCGK attribute) (streamsightv2.metrics.PrecisionK attribute) (streamsightv2.metrics.RecallK attribute) _y_true (streamsightv2.metrics.NDCGK attribute) (streamsightv2.metrics.PrecisionK attribute) (streamsightv2.metrics.RecallK attribute)

A

add() (streamsightv2.evaluators.MetricAccumulator method) add_algorithm() (streamsightv2.evaluators.EvaluatorPipelineBuilder method) add_columns_to_csr_matrix() (in module streamsightv2.utils) add_filter() (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) (streamsightv2.preprocessing.DataFramePreprocessor method) add_metric() (streamsightv2.evaluators.Builder method) (streamsightv2.evaluators.EvaluatorPipelineBuilder method) (streamsightv2.evaluators.EvaluatorStreamerBuilder method) add_rows_to_csr_matrix() (in module streamsightv2.utils) add_setting() (streamsightv2.evaluators.Builder method) (streamsightv2.evaluators.EvaluatorPipelineBuilder method) (streamsightv2.evaluators.EvaluatorStreamerBuilder method) algo_id (streamsightv2.registries.AlgorithmStatusEntry attribute)

algo_ptr (streamsightv2.registries.AlgorithmStatusEntry attribute) Algorithm (class in streamsightv2.algorithms) algorithm_entries (streamsightv2.evaluators.EvaluatorPipelineBuilder attribute) ALGORITHM_REGISTRY (in module streamsightv2.registries) AlgorithmEntry (class in streamsightv2.registries) AlgorithmRegistry (class in streamsightv2.registries) AlgorithmStateEnum (class in streamsightv2.registries) AlgorithmStatusEntry (class in streamsightv2.registries) AlgorithmStatusRegistry (class in streamsightv2.registries) AlgorithmStatusWarning all_algo_states() (streamsightv2.registries.AlgorithmStatusRegistry method) AmazonBookDataset (class in streamsightv2.datasets) AmazonMovieDataset (class in streamsightv2.datasets) AmazonMusicDataset (class in streamsightv2.datasets) AmazonSubscriptionBoxesDataset (class in streamsightv2.datasets) append_training_data() (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) apply() (streamsightv2.preprocessing.Filter method) (streamsightv2.preprocessing.MinItemsPerUser method) (streamsightv2.preprocessing.MinUsersPerItem method) arg_to_str() (in module streamsightv2.utils)

B

background_data (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) binary_values (streamsightv2.matrix.InteractionMatrix property)

build() (streamsightv2.evaluators.Builder method) (streamsightv2.evaluators.EvaluatorPipelineBuilder method) (streamsightv2.evaluators.EvaluatorStreamerBuilder method) Builder (class in streamsightv2.evaluators)

C

cache_values() (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) calculate() (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) calculate_cached() (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) capitalize() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) casefold() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

center() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) clear_metrics() (streamsightv2.evaluators.Builder method) (streamsightv2.evaluators.EvaluatorPipelineBuilder method) (streamsightv2.evaluators.EvaluatorStreamerBuilder method) col_names (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property) COMPLETED (streamsightv2.registries.AlgorithmStateEnum attribute) concat() (streamsightv2.matrix.InteractionMatrix method) copy() (streamsightv2.matrix.InteractionMatrix method) copy_df() (streamsightv2.matrix.InteractionMatrix method) count() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmEntry method) (streamsightv2.registries.AlgorithmStateEnum method) (streamsightv2.registries.MetricEntry method) create_config_yaml() (in module streamsightv2.utils) current_step() (streamsightv2.evaluators.EvaluatorBase method) (streamsightv2.evaluators.EvaluatorPipeline method) (streamsightv2.evaluators.EvaluatorStreamer method)

D

data_segment (streamsightv2.registries.AlgorithmStatusEntry attribute) DataFramePreprocessor (class in streamsightv2.preprocessing) Dataset (class in streamsightv2.datasets) DATASET_REGISTRY (in module streamsightv2.registries) DATASET_URL (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute) (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) (streamsightv2.datasets.YelpDataset attribute) DatasetRegistry (class in streamsightv2.registries) DCGK (class in streamsightv2.metrics) DECAY_FUNCTIONS (streamsightv2.algorithms.TARSItemKNN attribute) (streamsightv2.algorithms.TARSItemKNNDing attribute) (streamsightv2.algorithms.TARSItemKNNLiu attribute) (streamsightv2.algorithms.TARSItemKNNVaz attribute) DecayPopularity (class in streamsightv2.algorithms) DEFAULT_BASE_PATH (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute) (streamsightv2.datasets.Dataset attribute) (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) (streamsightv2.datasets.TestDataset attribute) (streamsightv2.datasets.YelpDataset attribute) (streamsightv2.metadata.Metadata attribute)

DEFAULT_FILENAME (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute) (streamsightv2.datasets.Dataset attribute) (streamsightv2.datasets.LastFMDataset property) (streamsightv2.datasets.MovieLens100K property) (streamsightv2.datasets.TestDataset attribute) (streamsightv2.datasets.YelpDataset attribute) (streamsightv2.metadata.Metadata attribute) DEFAULT_K (streamsightv2.metrics.DCGK attribute) (streamsightv2.metrics.HitK attribute) (streamsightv2.metrics.NDCGK attribute) (streamsightv2.metrics.PrecisionK attribute) (streamsightv2.metrics.RecallK attribute) destruct_generators() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) df_macro_level_metric() (streamsightv2.evaluators.MetricAccumulator method) df_metric() (streamsightv2.evaluators.MetricAccumulator method) df_micro_level_metric() (streamsightv2.evaluators.MetricAccumulator method) df_to_sparse() (in module streamsightv2.utils) df_user_level_metric() (streamsightv2.evaluators.MetricAccumulator method) df_window_level_metric() (streamsightv2.evaluators.MetricAccumulator method) difference() (streamsightv2.matrix.InteractionMatrix method)

E

encode() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) endswith() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) EOWSetting

EvaluatorBase (class in streamsightv2.evaluators) EvaluatorPipeline (class in streamsightv2.evaluators) EvaluatorPipelineBuilder (class in streamsightv2.evaluators) EvaluatorStreamer (class in streamsightv2.evaluators) EvaluatorStreamerBuilder (class in streamsightv2.evaluators) expandtabs() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

F

fetch_dataset() (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) fetch_metadata() (streamsightv2.metadata.Metadata method) file_path (streamsightv2.datasets.AmazonBookDataset property) (streamsightv2.datasets.AmazonMovieDataset property) (streamsightv2.datasets.AmazonMusicDataset property) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset property) (streamsightv2.datasets.Dataset property) (streamsightv2.datasets.LastFMDataset property) (streamsightv2.datasets.MovieLens100K property) (streamsightv2.datasets.TestDataset property) (streamsightv2.datasets.YelpDataset property) (streamsightv2.metadata.Metadata property) Filter (class in streamsightv2.preprocessing) find() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

fit() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) format() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) format_map() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

G

get() (streamsightv2.registries.AlgorithmRegistry method) (streamsightv2.registries.AlgorithmStatusRegistry method) (streamsightv2.registries.DatasetRegistry method) (streamsightv2.registries.MetricRegistry method) get_algorithm_identifier() (streamsightv2.registries.AlgorithmStatusRegistry method) get_algorithm_state() (streamsightv2.evaluators.EvaluatorStreamer method) get_all_algorithm_status() (streamsightv2.evaluators.EvaluatorStreamer method) get_data() (streamsightv2.evaluators.EvaluatorStreamer method) get_interaction_data() (streamsightv2.matrix.InteractionMatrix method) get_items_n_first_interaction() (streamsightv2.matrix.InteractionMatrix method) get_items_n_last_interaction() (streamsightv2.matrix.InteractionMatrix method) get_metadata_routing() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) get_params() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.Metric method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method)

get_popularity_scores() (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) get_prediction_data() (streamsightv2.matrix.InteractionMatrix method) get_unlabeled_data() (streamsightv2.evaluators.EvaluatorStreamer method) get_user_similarity_matrix() (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) get_users_n_first_interaction() (streamsightv2.matrix.InteractionMatrix method) get_users_n_last_interaction() (streamsightv2.matrix.InteractionMatrix method) global_item_ids (streamsightv2.evaluators.UserItemBaseStatus property) global_shape (streamsightv2.evaluators.UserItemBaseStatus property) global_user_ids (streamsightv2.evaluators.UserItemBaseStatus property) ground_truth_data (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property)

H

has_timestamps (streamsightv2.matrix.InteractionMatrix property) has_value() (streamsightv2.evaluators.MetricLevelEnum class method) (streamsightv2.matrix.ItemUserBasedEnum class method) HELPFUL_VOTE_IX (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute)

HitK (class in streamsightv2.metrics)

I

identifier (streamsightv2.algorithms.Algorithm property) (streamsightv2.algorithms.DecayPopularity property) (streamsightv2.algorithms.ItemKNN property) (streamsightv2.algorithms.ItemKNNIncremental property) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K property) (streamsightv2.algorithms.ItemKNNRolling property) (streamsightv2.algorithms.ItemKNNStatic property) (streamsightv2.algorithms.MostPop property) (streamsightv2.algorithms.Random property) (streamsightv2.algorithms.RecentPopularity property) (streamsightv2.algorithms.TARSItemKNN property) (streamsightv2.algorithms.TARSItemKNNDing property) (streamsightv2.algorithms.TARSItemKNNLiu property) (streamsightv2.algorithms.TARSItemKNNVaz property) (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.Metric property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property) (streamsightv2.settings.NPastInteractionTimestampSplitter property) (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) (streamsightv2.settings.TimestampSplitter property) ignore_unknown_item (streamsightv2.evaluators.Builder attribute) (streamsightv2.evaluators.EvaluatorBase attribute) (streamsightv2.evaluators.EvaluatorPipeline attribute) (streamsightv2.evaluators.EvaluatorPipelineBuilder attribute) (streamsightv2.evaluators.EvaluatorStreamer attribute) (streamsightv2.evaluators.EvaluatorStreamerBuilder attribute) ignore_unknown_user (streamsightv2.evaluators.Builder attribute) (streamsightv2.evaluators.EvaluatorBase attribute) (streamsightv2.evaluators.EvaluatorPipeline attribute) (streamsightv2.evaluators.EvaluatorPipelineBuilder attribute) (streamsightv2.evaluators.EvaluatorStreamer attribute) (streamsightv2.evaluators.EvaluatorStreamerBuilder attribute) incremental_data (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) index() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmEntry method) (streamsightv2.registries.AlgorithmStateEnum method) (streamsightv2.registries.MetricEntry method) indices (streamsightv2.matrix.InteractionMatrix property) INTERACTION_IX (streamsightv2.matrix.InteractionMatrix attribute) InteractionMatrix (class in streamsightv2.matrix) interactions_in() (streamsightv2.matrix.InteractionMatrix method) is_all_predicted() (streamsightv2.registries.AlgorithmStatusRegistry method) is_all_same_data_segment() (streamsightv2.registries.AlgorithmStatusRegistry method) is_ready (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) is_sliding_window_setting (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) isalnum() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) isalpha() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) isascii() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) isdecimal() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

isdigit() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) isidentifier() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) islower() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) isnumeric() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) isprintable() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) isspace() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) istitle() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) isupper() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) ITEM (streamsightv2.matrix.ItemUserBasedEnum attribute) item_id_mapping (streamsightv2.preprocessing.DataFramePreprocessor property) item_ids (streamsightv2.matrix.InteractionMatrix property) ITEM_IX (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute) (streamsightv2.datasets.Dataset attribute) (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) (streamsightv2.datasets.TestDataset attribute) (streamsightv2.datasets.YelpDataset attribute) (streamsightv2.matrix.InteractionMatrix attribute) ITEM_METADATA (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute) (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) ITEM_USER_BASED (streamsightv2.algorithms.Algorithm attribute) (streamsightv2.algorithms.DecayPopularity attribute) (streamsightv2.algorithms.ItemKNN attribute) (streamsightv2.algorithms.ItemKNNIncremental attribute) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K attribute) (streamsightv2.algorithms.ItemKNNRolling attribute) (streamsightv2.algorithms.ItemKNNStatic attribute) (streamsightv2.algorithms.MostPop attribute) (streamsightv2.algorithms.Random attribute) (streamsightv2.algorithms.RecentPopularity attribute) (streamsightv2.algorithms.TARSItemKNN attribute) (streamsightv2.algorithms.TARSItemKNNDing attribute) (streamsightv2.algorithms.TARSItemKNNLiu attribute) (streamsightv2.algorithms.TARSItemKNNVaz attribute) ItemKNN (class in streamsightv2.algorithms) ItemKNNIncremental (class in streamsightv2.algorithms) ItemKNNIncrementalMovieLens100K (class in streamsightv2.algorithms) ItemKNNRolling (class in streamsightv2.algorithms) ItemKNNStatic (class in streamsightv2.algorithms) items_in() (streamsightv2.matrix.InteractionMatrix method) items_not_in() (streamsightv2.matrix.InteractionMatrix method) ItemUserBasedEnum (class in streamsightv2.matrix)

J

join() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

K

K (streamsightv2.registries.MetricEntry attribute) known_item (streamsightv2.evaluators.UserItemBaseStatus attribute)

known_shape (streamsightv2.evaluators.UserItemBaseStatus property) known_user (streamsightv2.evaluators.UserItemBaseStatus attribute)

L

LastFMDataset (class in streamsightv2.datasets) latest_interaction_timestamps_matrix (streamsightv2.matrix.InteractionMatrix property) ljust() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) load() (streamsightv2.datasets.AmazonBookDataset method) (streamsightv2.datasets.AmazonMovieDataset method) (streamsightv2.datasets.AmazonMusicDataset method) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset method) (streamsightv2.datasets.Dataset method) (streamsightv2.datasets.LastFMDataset method) (streamsightv2.datasets.MovieLens100K method) (streamsightv2.datasets.TestDataset method) (streamsightv2.datasets.YelpDataset method) (streamsightv2.metadata.Metadata method)

log_level() (in module streamsightv2.utils) log_level_by_name() (in module streamsightv2.utils) lower() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) lstrip() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

M

MACRO (streamsightv2.evaluators.MetricLevelEnum attribute) macro_result (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.Metric property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property) maketrans() (streamsightv2.evaluators.MetricLevelEnum static method) (streamsightv2.matrix.ItemUserBasedEnum static method) (streamsightv2.registries.AlgorithmStateEnum static method) mask_shape() (streamsightv2.matrix.InteractionMatrix method) MASKED_LABEL (streamsightv2.matrix.InteractionMatrix attribute) max_item_id (streamsightv2.matrix.InteractionMatrix property) max_timestamp (streamsightv2.matrix.InteractionMatrix property) max_user_id (streamsightv2.matrix.InteractionMatrix property) Metadata (class in streamsightv2.metadata) Metric (class in streamsightv2.metrics) metric_entries (streamsightv2.evaluators.Builder attribute) (streamsightv2.evaluators.EvaluatorPipelineBuilder attribute) (streamsightv2.evaluators.EvaluatorStreamerBuilder attribute) metric_k (streamsightv2.evaluators.EvaluatorBase attribute) (streamsightv2.evaluators.EvaluatorPipeline attribute) (streamsightv2.evaluators.EvaluatorPipelineBuilder attribute) (streamsightv2.evaluators.EvaluatorStreamer attribute) (streamsightv2.evaluators.EvaluatorStreamerBuilder attribute) METRIC_REGISTRY (in module streamsightv2.registries) metric_results() (streamsightv2.evaluators.EvaluatorBase method) (streamsightv2.evaluators.EvaluatorPipeline method) (streamsightv2.evaluators.EvaluatorStreamer method)

MetricAccumulator (class in streamsightv2.evaluators) MetricEntry (class in streamsightv2.registries) MetricLevelEnum (class in streamsightv2.evaluators) MetricRegistry (class in streamsightv2.registries) metrics (streamsightv2.evaluators.MetricAccumulator attribute) MICRO (streamsightv2.evaluators.MetricLevelEnum attribute) micro_result (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.Metric property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property) min_timestamp (streamsightv2.matrix.InteractionMatrix property) MinItemsPerUser (class in streamsightv2.preprocessing) MinUsersPerItem (class in streamsightv2.preprocessing) module streamsightv2.algorithms streamsightv2.datasets streamsightv2.evaluators streamsightv2.matrix streamsightv2.metadata streamsightv2.metrics streamsightv2.preprocessing streamsightv2.registries streamsightv2.settings streamsightv2.utils MostPop (class in streamsightv2.algorithms) MovieLens100K (class in streamsightv2.datasets)

N

n_seq_data (streamsightv2.settings.Setting attribute) (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) name (streamsightv2.algorithms.Algorithm property) (streamsightv2.algorithms.DecayPopularity property) (streamsightv2.algorithms.ItemKNN property) (streamsightv2.algorithms.ItemKNNIncremental property) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K property) (streamsightv2.algorithms.ItemKNNRolling property) (streamsightv2.algorithms.ItemKNNStatic property) (streamsightv2.algorithms.MostPop property) (streamsightv2.algorithms.Random property) (streamsightv2.algorithms.RecentPopularity property) (streamsightv2.algorithms.TARSItemKNN property) (streamsightv2.algorithms.TARSItemKNNDing property) (streamsightv2.algorithms.TARSItemKNNLiu property) (streamsightv2.algorithms.TARSItemKNNVaz property) (streamsightv2.datasets.AmazonBookDataset property) (streamsightv2.datasets.AmazonMovieDataset property) (streamsightv2.datasets.AmazonMusicDataset property) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset property) (streamsightv2.datasets.Dataset property) (streamsightv2.datasets.LastFMDataset property) (streamsightv2.datasets.MovieLens100K property) (streamsightv2.datasets.TestDataset property) (streamsightv2.datasets.YelpDataset property) (streamsightv2.metadata.Metadata property) (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.Metric property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property) (streamsightv2.registries.AlgorithmEntry attribute) (streamsightv2.registries.AlgorithmStatusEntry attribute) (streamsightv2.registries.MetricEntry attribute) (streamsightv2.settings.NPastInteractionTimestampSplitter property) (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) (streamsightv2.settings.TimestampSplitter property)

NDCGK (class in streamsightv2.metrics) NEW (streamsightv2.registries.AlgorithmStateEnum attribute) next_ground_truth_data() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) next_incremental_data() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) next_t_window() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) next_unlabeled_data() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) nonzero() (streamsightv2.matrix.InteractionMatrix method) NPastInteractionTimestampSplitter (class in streamsightv2.settings) num_interactions (streamsightv2.matrix.InteractionMatrix property) num_items (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.Metric property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property) num_split (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) num_users (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.Metric property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property)

P

params (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.Metric property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property) (streamsightv2.registries.AlgorithmEntry attribute) (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) partition() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) PrecisionK (class in streamsightv2.metrics) predict() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method)

PREDICTED (streamsightv2.registries.AlgorithmStateEnum attribute) PredictionDataProcessor (class in streamsightv2.settings) prepare_dump() (streamsightv2.evaluators.EvaluatorBase method) (streamsightv2.evaluators.EvaluatorPipeline method) (streamsightv2.evaluators.EvaluatorStreamer method) prepare_logger() (in module streamsightv2.utils) prepare_matrix() (streamsightv2.metrics.DCGK method) (streamsightv2.metrics.HitK method) (streamsightv2.metrics.NDCGK method) (streamsightv2.metrics.PrecisionK method) (streamsightv2.metrics.RecallK method) process() (streamsightv2.preprocessing.DataFramePreprocessor method) (streamsightv2.settings.PredictionDataProcessor method) (streamsightv2.settings.Processor method) Processor (class in streamsightv2.settings) ProgressBar (class in streamsightv2.utils)

R

Random (class in streamsightv2.algorithms) RATING_IX (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) (streamsightv2.datasets.TestDataset attribute) (streamsightv2.datasets.YelpDataset attribute) READY (streamsightv2.registries.AlgorithmStateEnum attribute) RecallK (class in streamsightv2.metrics) RecentPopularity (class in streamsightv2.algorithms) register() (streamsightv2.registries.AlgorithmRegistry method) (streamsightv2.registries.AlgorithmStatusRegistry method) (streamsightv2.registries.DatasetRegistry method) (streamsightv2.registries.MetricRegistry method) register_algorithm() (streamsightv2.evaluators.EvaluatorStreamer method) REMOTE_FILENAME (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) REMOTE_ZIPNAME (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) removeprefix() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) removesuffix() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) replace() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

reset_data_generators() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) restore() (streamsightv2.evaluators.EvaluatorBase method) (streamsightv2.evaluators.EvaluatorPipeline method) (streamsightv2.evaluators.EvaluatorStreamer method) restore_generators() (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) rfind() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) rindex() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) rjust() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) rpartition() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) rsplit() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) rstrip() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) run() (streamsightv2.evaluators.EvaluatorPipeline method) run_step() (streamsightv2.evaluators.EvaluatorPipeline method) run_steps() (streamsightv2.evaluators.EvaluatorPipeline method)

S

safe_dir() (in module streamsightv2.utils) seed (streamsightv2.evaluators.EvaluatorPipelineBuilder attribute) (streamsightv2.evaluators.EvaluatorStreamerBuilder attribute) set_all_ready() (streamsightv2.registries.AlgorithmStatusRegistry method) set_metric_K() (streamsightv2.evaluators.Builder method) (streamsightv2.evaluators.EvaluatorPipelineBuilder method) (streamsightv2.evaluators.EvaluatorStreamerBuilder method) set_params() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) set_predict_request() (streamsightv2.algorithms.Algorithm method) (streamsightv2.algorithms.DecayPopularity method) (streamsightv2.algorithms.ItemKNN method) (streamsightv2.algorithms.ItemKNNIncremental method) (streamsightv2.algorithms.ItemKNNIncrementalMovieLens100K method) (streamsightv2.algorithms.ItemKNNRolling method) (streamsightv2.algorithms.ItemKNNStatic method) (streamsightv2.algorithms.MostPop method) (streamsightv2.algorithms.Random method) (streamsightv2.algorithms.RecentPopularity method) (streamsightv2.algorithms.TARSItemKNN method) (streamsightv2.algorithms.TARSItemKNNDing method) (streamsightv2.algorithms.TARSItemKNNLiu method) (streamsightv2.algorithms.TARSItemKNNVaz method) Setting (class in streamsightv2.settings) setting (streamsightv2.evaluators.Builder attribute) (streamsightv2.evaluators.EvaluatorBase attribute) (streamsightv2.evaluators.EvaluatorPipeline attribute) (streamsightv2.evaluators.EvaluatorPipelineBuilder attribute) (streamsightv2.evaluators.EvaluatorStreamer attribute) (streamsightv2.evaluators.EvaluatorStreamerBuilder attribute) shape (streamsightv2.matrix.InteractionMatrix attribute) SingleTimePointSetting (class in streamsightv2.settings) SlidingWindowSetting (class in streamsightv2.settings) split() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) (streamsightv2.settings.NPastInteractionTimestampSplitter method) (streamsightv2.settings.Setting method) (streamsightv2.settings.SingleTimePointSetting method) (streamsightv2.settings.SlidingWindowSetting method) (streamsightv2.settings.TimestampSplitter method)

splitlines() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) start_stream() (streamsightv2.evaluators.EvaluatorStreamer method) startswith() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) state (streamsightv2.registries.AlgorithmStatusEntry attribute) streamsightv2.algorithms module streamsightv2.datasets module streamsightv2.evaluators module streamsightv2.matrix module streamsightv2.metadata module streamsightv2.metrics module streamsightv2.preprocessing module streamsightv2.registries module streamsightv2.settings module streamsightv2.utils module strip() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) submit_prediction() (streamsightv2.evaluators.EvaluatorStreamer method) SUPPORTED_SIMILARITIES (streamsightv2.algorithms.TARSItemKNN attribute) (streamsightv2.algorithms.TARSItemKNNDing attribute) (streamsightv2.algorithms.TARSItemKNNLiu attribute) (streamsightv2.algorithms.TARSItemKNNVaz attribute) suppress_specific_warnings() (in module streamsightv2.utils) suppress_warnings() (in module streamsightv2.utils) swapcase() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

T

t (streamsightv2.settings.SingleTimePointSetting attribute) t_upper (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) t_window (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) TAG_IX (streamsightv2.datasets.LastFMDataset attribute) TAG_METADATA (streamsightv2.datasets.LastFMDataset attribute) TARSItemKNN (class in streamsightv2.algorithms) TARSItemKNNDing (class in streamsightv2.algorithms) TARSItemKNNLiu (class in streamsightv2.algorithms) TARSItemKNNVaz (class in streamsightv2.algorithms) TestDataset (class in streamsightv2.datasets) TIMESTAMP_IX (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute) (streamsightv2.datasets.Dataset attribute) (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) (streamsightv2.datasets.TestDataset attribute) (streamsightv2.datasets.YelpDataset attribute) (streamsightv2.matrix.InteractionMatrix attribute) timestamp_limit (streamsightv2.metrics.DCGK property) (streamsightv2.metrics.HitK property) (streamsightv2.metrics.Metric property) (streamsightv2.metrics.NDCGK property) (streamsightv2.metrics.PrecisionK property) (streamsightv2.metrics.RecallK property)

TimestampAttributeMissingError timestamps (streamsightv2.matrix.InteractionMatrix property) timestamps_gt() (streamsightv2.matrix.InteractionMatrix method) timestamps_gte() (streamsightv2.matrix.InteractionMatrix method) timestamps_lt() (streamsightv2.matrix.InteractionMatrix method) timestamps_lte() (streamsightv2.matrix.InteractionMatrix method) TimestampSplitter (class in streamsightv2.settings) title() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) to_binary() (in module streamsightv2.utils) to_csr_matrix() (in module streamsightv2.matrix) to_tuple() (in module streamsightv2.utils) top_K (streamsightv2.settings.Setting attribute) (streamsightv2.settings.SingleTimePointSetting attribute) (streamsightv2.settings.SlidingWindowSetting attribute) training_data (streamsightv2.algorithms.TARSItemKNNDing attribute) (streamsightv2.algorithms.TARSItemKNNLiu attribute) (streamsightv2.algorithms.TARSItemKNNVaz attribute) translate() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)

U

union() (streamsightv2.matrix.InteractionMatrix method) unknown_item (streamsightv2.evaluators.UserItemBaseStatus attribute) unknown_user (streamsightv2.evaluators.UserItemBaseStatus attribute) unlabeled_data (streamsightv2.settings.Setting property) (streamsightv2.settings.SingleTimePointSetting property) (streamsightv2.settings.SlidingWindowSetting property) update() (streamsightv2.registries.AlgorithmStatusRegistry method) update_split_point() (streamsightv2.settings.NPastInteractionTimestampSplitter method) upper() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method) USER (streamsightv2.evaluators.MetricLevelEnum attribute) (streamsightv2.matrix.ItemUserBasedEnum attribute) user_id_mapping (streamsightv2.preprocessing.DataFramePreprocessor property) user_ids (streamsightv2.matrix.InteractionMatrix property)

USER_IX (streamsightv2.datasets.AmazonBookDataset attribute) (streamsightv2.datasets.AmazonMovieDataset attribute) (streamsightv2.datasets.AmazonMusicDataset attribute) (streamsightv2.datasets.AmazonSubscriptionBoxesDataset attribute) (streamsightv2.datasets.Dataset attribute) (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) (streamsightv2.datasets.TestDataset attribute) (streamsightv2.datasets.YelpDataset attribute) (streamsightv2.matrix.InteractionMatrix attribute) user_level_metrics (streamsightv2.evaluators.MetricAccumulator property) USER_METADATA (streamsightv2.datasets.LastFMDataset attribute) (streamsightv2.datasets.MovieLens100K attribute) UserItemBaseStatus (class in streamsightv2.evaluators) users_in() (streamsightv2.matrix.InteractionMatrix method) users_not_in() (streamsightv2.matrix.InteractionMatrix method)

V

values (streamsightv2.matrix.InteractionMatrix property)

W

WINDOW (streamsightv2.evaluators.MetricLevelEnum attribute)

window_level_metrics (streamsightv2.evaluators.MetricAccumulator property) window_size (streamsightv2.settings.SlidingWindowSetting attribute)

Y

YelpDataset (class in streamsightv2.datasets)

Z

zfill() (streamsightv2.evaluators.MetricLevelEnum method) (streamsightv2.matrix.ItemUserBasedEnum method) (streamsightv2.registries.AlgorithmStateEnum method)