Index

_

__init__() (streamsight.algorithms.Algorithm method) (streamsight.algorithms.ItemKNN method) (streamsight.algorithms.ItemKNNIncremental method) (streamsight.algorithms.ItemKNNRolling method) (streamsight.algorithms.ItemKNNStatic method) (streamsight.algorithms.Popularity method) (streamsight.algorithms.Random method) (streamsight.datasets.AmazonBookDataset method) (streamsight.datasets.AmazonComputerDataset method) (streamsight.datasets.AmazonMovieDataset method) (streamsight.datasets.AmazonMusicDataset method) (streamsight.datasets.Dataset method) (streamsight.datasets.LastFMDataset method) (streamsight.datasets.MovieLens100K method) (streamsight.datasets.TestDataset method) (streamsight.datasets.YelpDataset method) (streamsight.evaluators.Builder method) (streamsight.evaluators.EvaluatorBase method) (streamsight.evaluators.EvaluatorPipeline method) (streamsight.evaluators.EvaluatorPipelineBuilder method) (streamsight.evaluators.EvaluatorStreamer method) (streamsight.evaluators.EvaluatorStreamerBuilder method) (streamsight.evaluators.MetricAccumulator method) (streamsight.evaluators.MetricLevelEnum method) (streamsight.evaluators.UserItemBaseStatus method) (streamsight.matrix.InteractionMatrix method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.metrics.Metric method) (streamsight.metrics.PrecisionK method) (streamsight.metrics.RecallK method) (streamsight.preprocessing.DataFramePreprocessor method) (streamsight.preprocessing.Filter method) (streamsight.preprocessing.MinItemsPerUser method) (streamsight.preprocessing.MinUsersPerItem method) (streamsight.registries.AlgorithmEntry method) (streamsight.registries.AlgorithmRegistry method) (streamsight.registries.AlgorithmStateEnum method) (streamsight.registries.AlgorithmStatusEntry method) (streamsight.registries.AlgorithmStatusRegistry method) (streamsight.registries.DatasetRegistry method) (streamsight.registries.MetricEntry method) (streamsight.registries.MetricRegistry method) (streamsight.settings.NPastInteractionTimestampSplitter method) (streamsight.settings.PredictionDataProcessor method) (streamsight.settings.Processor method) (streamsight.settings.Setting method) (streamsight.settings.SingleTimePointSetting method) (streamsight.settings.SlidingWindowSetting method) (streamsight.settings.TimestampSplitter method) (streamsight.utils.ProgressBar method) _abc_impl (streamsight.algorithms.Algorithm attribute) (streamsight.algorithms.ItemKNN attribute) (streamsight.algorithms.ItemKNNIncremental attribute) (streamsight.algorithms.ItemKNNRolling attribute) (streamsight.algorithms.ItemKNNStatic attribute) (streamsight.algorithms.Popularity attribute) (streamsight.algorithms.Random attribute) (streamsight.datasets.AmazonBookDataset attribute) (streamsight.datasets.AmazonComputerDataset attribute) (streamsight.datasets.AmazonMovieDataset attribute) (streamsight.datasets.AmazonMusicDataset attribute) (streamsight.datasets.Dataset attribute) (streamsight.datasets.LastFMDataset attribute) (streamsight.datasets.MovieLens100K attribute) (streamsight.datasets.TestDataset attribute) (streamsight.datasets.YelpDataset attribute) (streamsight.evaluators.Builder attribute) (streamsight.evaluators.EvaluatorPipelineBuilder attribute) (streamsight.evaluators.EvaluatorStreamerBuilder attribute) (streamsight.preprocessing.Filter attribute) (streamsight.preprocessing.MinItemsPerUser attribute) (streamsight.preprocessing.MinUsersPerItem attribute) (streamsight.settings.NPastInteractionTimestampSplitter attribute) (streamsight.settings.PredictionDataProcessor attribute) (streamsight.settings.Processor attribute) (streamsight.settings.Setting attribute) (streamsight.settings.SingleTimePointSetting attribute) (streamsight.settings.SlidingWindowSetting attribute) (streamsight.settings.TimestampSplitter attribute) _acc (streamsight.evaluators.EvaluatorPipeline attribute) (streamsight.evaluators.EvaluatorStreamer attribute) _apply_mask() (streamsight.matrix.InteractionMatrix method) _asdict() (streamsight.registries.AlgorithmEntry method) (streamsight.registries.MetricEntry method) _background_data (streamsight.settings.Setting attribute) (streamsight.settings.SingleTimePointSetting attribute) (streamsight.settings.SlidingWindowSetting attribute) _build_request_for_signature() (streamsight.algorithms.Algorithm class method) (streamsight.algorithms.ItemKNN class method) (streamsight.algorithms.ItemKNNIncremental class method) (streamsight.algorithms.ItemKNNRolling class method) (streamsight.algorithms.ItemKNNStatic class method) (streamsight.algorithms.Popularity class method) (streamsight.algorithms.Random class method) _cache_evaluation_data() (streamsight.evaluators.EvaluatorStreamer method) _calculate() (streamsight.metrics.Metric method) (streamsight.metrics.PrecisionK method) (streamsight.metrics.RecallK method) _check_feature_names() (streamsight.algorithms.Algorithm method) (streamsight.algorithms.ItemKNN method) (streamsight.algorithms.ItemKNNIncremental method) (streamsight.algorithms.ItemKNNRolling method) (streamsight.algorithms.ItemKNNStatic method) (streamsight.algorithms.Popularity method) (streamsight.algorithms.Random method) _check_fit_complete() (streamsight.algorithms.Algorithm method) (streamsight.algorithms.ItemKNN method) (streamsight.algorithms.ItemKNNIncremental method) (streamsight.algorithms.ItemKNNRolling method) (streamsight.algorithms.ItemKNNStatic method) (streamsight.algorithms.Popularity method) (streamsight.algorithms.Random method) _check_n_features() (streamsight.algorithms.Algorithm method) (streamsight.algorithms.ItemKNN method) (streamsight.algorithms.ItemKNNIncremental method) (streamsight.algorithms.ItemKNNRolling method) (streamsight.algorithms.ItemKNNStatic method) (streamsight.algorithms.Popularity method) (streamsight.algorithms.Random method) _check_ready() (streamsight.evaluators.Builder method) (streamsight.evaluators.EvaluatorPipelineBuilder method) (streamsight.evaluators.EvaluatorStreamerBuilder method) _check_safe() (streamsight.datasets.AmazonBookDataset method) (streamsight.datasets.AmazonComputerDataset method) (streamsight.datasets.AmazonMovieDataset method) (streamsight.datasets.AmazonMusicDataset method) (streamsight.datasets.Dataset method) (streamsight.datasets.LastFMDataset method) (streamsight.datasets.MovieLens100K method) (streamsight.datasets.TestDataset method) (streamsight.datasets.YelpDataset method) _check_setting_exist() (streamsight.evaluators.Builder method) (streamsight.evaluators.EvaluatorPipelineBuilder method) (streamsight.evaluators.EvaluatorStreamerBuilder method) _check_shape() (streamsight.matrix.InteractionMatrix method) _check_size() (streamsight.settings.Setting method) (streamsight.settings.SingleTimePointSetting method) (streamsight.settings.SlidingWindowSetting method) _check_split() (streamsight.settings.Setting method) (streamsight.settings.SingleTimePointSetting method) (streamsight.settings.SlidingWindowSetting method) _check_split_complete() (streamsight.settings.Setting method) (streamsight.settings.SingleTimePointSetting method) (streamsight.settings.SlidingWindowSetting method) _create_generator() (streamsight.settings.Setting method) (streamsight.settings.SingleTimePointSetting method) (streamsight.settings.SlidingWindowSetting method) _current_timestamp (streamsight.evaluators.EvaluatorPipeline attribute) (streamsight.evaluators.EvaluatorStreamer attribute) _data_release_step() (streamsight.evaluators.EvaluatorPipeline method) _dataframe_to_matrix() (streamsight.datasets.AmazonBookDataset method) (streamsight.datasets.AmazonComputerDataset method) (streamsight.datasets.AmazonMovieDataset method) (streamsight.datasets.AmazonMusicDataset method) (streamsight.datasets.Dataset method) (streamsight.datasets.LastFMDataset method) (streamsight.datasets.MovieLens100K method) (streamsight.datasets.TestDataset method) (streamsight.datasets.YelpDataset method) _default_filters (streamsight.datasets.AmazonBookDataset property) (streamsight.datasets.AmazonComputerDataset property) (streamsight.datasets.AmazonMovieDataset property) (streamsight.datasets.AmazonMusicDataset property) (streamsight.datasets.Dataset property) (streamsight.datasets.LastFMDataset property) (streamsight.datasets.MovieLens100K property) (streamsight.datasets.TestDataset property) (streamsight.datasets.YelpDataset property) _doc_link_module (streamsight.algorithms.Algorithm attribute) (streamsight.algorithms.ItemKNN attribute) (streamsight.algorithms.ItemKNNIncremental attribute) (streamsight.algorithms.ItemKNNRolling attribute) (streamsight.algorithms.ItemKNNStatic attribute) (streamsight.algorithms.Popularity attribute) (streamsight.algorithms.Random attribute) _doc_link_template (streamsight.algorithms.Algorithm property) (streamsight.algorithms.ItemKNN property) (streamsight.algorithms.ItemKNNIncremental property) (streamsight.algorithms.ItemKNNRolling property) (streamsight.algorithms.ItemKNNStatic property) (streamsight.algorithms.Popularity property) (streamsight.algorithms.Random property) _doc_link_url_param_generator (streamsight.algorithms.Algorithm attribute) (streamsight.algorithms.ItemKNN attribute) (streamsight.algorithms.ItemKNNIncremental attribute) (streamsight.algorithms.ItemKNNRolling attribute) (streamsight.algorithms.ItemKNNStatic attribute) (streamsight.algorithms.Popularity attribute) (streamsight.algorithms.Random attribute) _download_dataset() (streamsight.datasets.AmazonBookDataset method) (streamsight.datasets.AmazonComputerDataset method) (streamsight.datasets.AmazonMovieDataset method) (streamsight.datasets.AmazonMusicDataset method) (streamsight.datasets.Dataset method) (streamsight.datasets.LastFMDataset method) (streamsight.datasets.MovieLens100K method) (streamsight.datasets.TestDataset method) (streamsight.datasets.YelpDataset method) _eliminate_empty_users() (streamsight.metrics.Metric method) (streamsight.metrics.PrecisionK method) (streamsight.metrics.RecallK method) _evaluate() (streamsight.evaluators.EvaluatorStreamer method) _evaluate_step() (streamsight.evaluators.EvaluatorPipeline method) _false_negative (streamsight.metrics.Metric attribute) (streamsight.metrics.PrecisionK attribute) (streamsight.metrics.RecallK attribute) _false_positive (streamsight.metrics.Metric attribute) (streamsight.metrics.PrecisionK attribute) (streamsight.metrics.RecallK attribute) _fetch_remote() (streamsight.datasets.AmazonBookDataset method) (streamsight.datasets.AmazonComputerDataset method) (streamsight.datasets.AmazonMovieDataset method) (streamsight.datasets.AmazonMusicDataset method) (streamsight.datasets.Dataset method) (streamsight.datasets.LastFMDataset method) (streamsight.datasets.MovieLens100K method) (streamsight.datasets.TestDataset method) (streamsight.datasets.YelpDataset method)

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

A

add() (streamsight.evaluators.MetricAccumulator method) add_algorithm() (streamsight.evaluators.EvaluatorPipelineBuilder method) add_columns_to_csr_matrix() (in module streamsight.utils) add_filter() (streamsight.datasets.AmazonBookDataset method) (streamsight.datasets.AmazonComputerDataset method) (streamsight.datasets.AmazonMovieDataset method) (streamsight.datasets.AmazonMusicDataset method) (streamsight.datasets.Dataset method) (streamsight.datasets.LastFMDataset method) (streamsight.datasets.MovieLens100K method) (streamsight.datasets.TestDataset method) (streamsight.datasets.YelpDataset method) (streamsight.preprocessing.DataFramePreprocessor method) add_metric() (streamsight.evaluators.Builder method) (streamsight.evaluators.EvaluatorPipelineBuilder method) (streamsight.evaluators.EvaluatorStreamerBuilder method) add_rows_to_csr_matrix() (in module streamsight.utils) add_setting() (streamsight.evaluators.Builder method) (streamsight.evaluators.EvaluatorPipelineBuilder method) (streamsight.evaluators.EvaluatorStreamerBuilder method)

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

B

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

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

C

cache_values() (streamsight.metrics.Metric method) (streamsight.metrics.PrecisionK method) (streamsight.metrics.RecallK method) calculate() (streamsight.metrics.Metric method) (streamsight.metrics.PrecisionK method) (streamsight.metrics.RecallK method) calculate_cached() (streamsight.metrics.Metric method) (streamsight.metrics.PrecisionK method) (streamsight.metrics.RecallK method) capitalize() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) casefold() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) center() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method)

clear_metrics() (streamsight.evaluators.Builder method) (streamsight.evaluators.EvaluatorPipelineBuilder method) (streamsight.evaluators.EvaluatorStreamerBuilder method) col_names (streamsight.metrics.PrecisionK property) (streamsight.metrics.RecallK property) COMPLETED (streamsight.registries.AlgorithmStateEnum attribute) concat() (streamsight.matrix.InteractionMatrix method) copy() (streamsight.matrix.InteractionMatrix method) copy_df() (streamsight.matrix.InteractionMatrix method) count() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmEntry method) (streamsight.registries.AlgorithmStateEnum method) (streamsight.registries.MetricEntry method) create_config_yaml() (in module streamsight.utils)

D

data_segment (streamsight.registries.AlgorithmStatusEntry attribute) DataFramePreprocessor (class in streamsight.preprocessing) Dataset (class in streamsight.datasets) DATASET_REGISTRY (in module streamsight.registries) DATASET_URL (streamsight.datasets.AmazonBookDataset attribute) (streamsight.datasets.AmazonComputerDataset attribute) (streamsight.datasets.AmazonMovieDataset attribute) (streamsight.datasets.AmazonMusicDataset attribute) (streamsight.datasets.LastFMDataset attribute) (streamsight.datasets.MovieLens100K attribute) (streamsight.datasets.YelpDataset attribute) DatasetRegistry (class in streamsight.registries) DEFAULT_BASE_PATH (streamsight.datasets.AmazonBookDataset attribute) (streamsight.datasets.AmazonComputerDataset attribute) (streamsight.datasets.AmazonMovieDataset attribute) (streamsight.datasets.AmazonMusicDataset attribute) (streamsight.datasets.Dataset attribute) (streamsight.datasets.LastFMDataset attribute) (streamsight.datasets.MovieLens100K attribute) (streamsight.datasets.TestDataset attribute) (streamsight.datasets.YelpDataset attribute)

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

E

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

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

F

fetch_dataset() (streamsight.datasets.AmazonBookDataset method) (streamsight.datasets.AmazonComputerDataset method) (streamsight.datasets.AmazonMovieDataset method) (streamsight.datasets.AmazonMusicDataset method) (streamsight.datasets.Dataset method) (streamsight.datasets.LastFMDataset method) (streamsight.datasets.MovieLens100K method) (streamsight.datasets.TestDataset method) (streamsight.datasets.YelpDataset method) file_path (streamsight.datasets.AmazonBookDataset property) (streamsight.datasets.AmazonComputerDataset property) (streamsight.datasets.AmazonMovieDataset property) (streamsight.datasets.AmazonMusicDataset property) (streamsight.datasets.Dataset property) (streamsight.datasets.LastFMDataset property) (streamsight.datasets.MovieLens100K property) (streamsight.datasets.TestDataset property) (streamsight.datasets.YelpDataset property)

Filter (class in streamsight.preprocessing) find() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) fit() (streamsight.algorithms.Algorithm method) (streamsight.algorithms.ItemKNN method) (streamsight.algorithms.ItemKNNIncremental method) (streamsight.algorithms.ItemKNNRolling method) (streamsight.algorithms.ItemKNNStatic method) (streamsight.algorithms.Popularity method) (streamsight.algorithms.Random method) format() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) format_map() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method)

G

get() (streamsight.registries.AlgorithmRegistry method) (streamsight.registries.AlgorithmStatusRegistry method) (streamsight.registries.DatasetRegistry method) (streamsight.registries.MetricRegistry method) get_algorithm_identifier() (streamsight.registries.AlgorithmStatusRegistry method) get_algorithm_state() (streamsight.evaluators.EvaluatorStreamer method) get_all_algorithm_status() (streamsight.evaluators.EvaluatorStreamer method) get_data() (streamsight.evaluators.EvaluatorStreamer method) get_interaction_data() (streamsight.matrix.InteractionMatrix method) get_items_n_first_interaction() (streamsight.matrix.InteractionMatrix method) get_items_n_last_interaction() (streamsight.matrix.InteractionMatrix method) get_metadata_routing() (streamsight.algorithms.Algorithm method) (streamsight.algorithms.ItemKNN method) (streamsight.algorithms.ItemKNNIncremental method) (streamsight.algorithms.ItemKNNRolling method) (streamsight.algorithms.ItemKNNStatic method) (streamsight.algorithms.Popularity method) (streamsight.algorithms.Random method) get_params() (streamsight.algorithms.Algorithm method) (streamsight.algorithms.ItemKNN method) (streamsight.algorithms.ItemKNNIncremental method) (streamsight.algorithms.ItemKNNRolling method) (streamsight.algorithms.ItemKNNStatic method) (streamsight.algorithms.Popularity method) (streamsight.algorithms.Random method) (streamsight.metrics.Metric method) (streamsight.metrics.PrecisionK method) (streamsight.metrics.RecallK method) (streamsight.settings.Setting method) (streamsight.settings.SingleTimePointSetting method) (streamsight.settings.SlidingWindowSetting method)

get_prediction_data() (streamsight.matrix.InteractionMatrix method) get_unlabeled_data() (streamsight.evaluators.EvaluatorStreamer method) get_users_n_first_interaction() (streamsight.matrix.InteractionMatrix method) get_users_n_last_interaction() (streamsight.matrix.InteractionMatrix method) global_item_ids (streamsight.evaluators.UserItemBaseStatus property) global_shape (streamsight.evaluators.UserItemBaseStatus property) global_user_ids (streamsight.evaluators.UserItemBaseStatus property) ground_truth_data (streamsight.settings.Setting property) (streamsight.settings.SingleTimePointSetting property) (streamsight.settings.SlidingWindowSetting property)

H

has_timestamps (streamsight.matrix.InteractionMatrix property)

has_value() (streamsight.evaluators.MetricLevelEnum class method) (streamsight.matrix.ItemUserBasedEnum class method)

I

identifier (streamsight.algorithms.Algorithm property) (streamsight.algorithms.ItemKNN property) (streamsight.algorithms.ItemKNNIncremental property) (streamsight.algorithms.ItemKNNRolling property) (streamsight.algorithms.ItemKNNStatic property) (streamsight.algorithms.Popularity property) (streamsight.algorithms.Random property) (streamsight.metrics.Metric property) (streamsight.metrics.PrecisionK property) (streamsight.metrics.RecallK property) (streamsight.settings.NPastInteractionTimestampSplitter property) (streamsight.settings.Setting property) (streamsight.settings.SingleTimePointSetting property) (streamsight.settings.SlidingWindowSetting property) (streamsight.settings.TimestampSplitter property) ignore_unknown_item (streamsight.evaluators.Builder attribute) (streamsight.evaluators.EvaluatorBase attribute) (streamsight.evaluators.EvaluatorPipeline attribute) (streamsight.evaluators.EvaluatorPipelineBuilder attribute) (streamsight.evaluators.EvaluatorStreamer attribute) (streamsight.evaluators.EvaluatorStreamerBuilder attribute) ignore_unknown_user (streamsight.evaluators.Builder attribute) (streamsight.evaluators.EvaluatorBase attribute) (streamsight.evaluators.EvaluatorPipeline attribute) (streamsight.evaluators.EvaluatorPipelineBuilder attribute) (streamsight.evaluators.EvaluatorStreamer attribute) (streamsight.evaluators.EvaluatorStreamerBuilder attribute) incremental_data (streamsight.settings.Setting property) (streamsight.settings.SingleTimePointSetting property) (streamsight.settings.SlidingWindowSetting property) index() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmEntry method) (streamsight.registries.AlgorithmStateEnum method) (streamsight.registries.MetricEntry method) indices (streamsight.matrix.InteractionMatrix property) INTERACTION_IX (streamsight.matrix.InteractionMatrix attribute) InteractionMatrix (class in streamsight.matrix) interactions_in() (streamsight.matrix.InteractionMatrix method) is_all_predicted() (streamsight.registries.AlgorithmStatusRegistry method) is_all_same_data_segment() (streamsight.registries.AlgorithmStatusRegistry method) is_ready (streamsight.settings.Setting property) (streamsight.settings.SingleTimePointSetting property) (streamsight.settings.SlidingWindowSetting property) is_sliding_window_setting (streamsight.settings.Setting property) (streamsight.settings.SingleTimePointSetting property) (streamsight.settings.SlidingWindowSetting property) isalnum() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) isalpha() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) isascii() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method)

isdecimal() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) isdigit() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) isidentifier() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) islower() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) isnumeric() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) isprintable() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) isspace() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) istitle() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) isupper() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) ITEM (streamsight.matrix.ItemUserBasedEnum attribute) item_id_mapping (streamsight.preprocessing.DataFramePreprocessor property) item_ids (streamsight.matrix.InteractionMatrix property) ITEM_IX (streamsight.datasets.AmazonBookDataset attribute) (streamsight.datasets.AmazonComputerDataset attribute) (streamsight.datasets.AmazonMovieDataset attribute) (streamsight.datasets.AmazonMusicDataset attribute) (streamsight.datasets.Dataset attribute) (streamsight.datasets.LastFMDataset attribute) (streamsight.datasets.MovieLens100K attribute) (streamsight.datasets.TestDataset attribute) (streamsight.datasets.YelpDataset attribute) (streamsight.matrix.InteractionMatrix attribute) ITEM_USER_BASED (streamsight.algorithms.Algorithm attribute) (streamsight.algorithms.ItemKNN attribute) (streamsight.algorithms.ItemKNNIncremental attribute) (streamsight.algorithms.ItemKNNRolling attribute) (streamsight.algorithms.ItemKNNStatic attribute) (streamsight.algorithms.Popularity attribute) (streamsight.algorithms.Random attribute) ItemKNN (class in streamsight.algorithms) ItemKNNIncremental (class in streamsight.algorithms) ItemKNNRolling (class in streamsight.algorithms) ItemKNNStatic (class in streamsight.algorithms) items_in() (streamsight.matrix.InteractionMatrix method) items_not_in() (streamsight.matrix.InteractionMatrix method) ItemUserBasedEnum (class in streamsight.matrix)

J

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

K

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

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

L

LastFMDataset (class in streamsight.datasets) ljust() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) load() (streamsight.datasets.AmazonBookDataset method) (streamsight.datasets.AmazonComputerDataset method) (streamsight.datasets.AmazonMovieDataset method) (streamsight.datasets.AmazonMusicDataset method) (streamsight.datasets.Dataset method) (streamsight.datasets.LastFMDataset method) (streamsight.datasets.MovieLens100K method) (streamsight.datasets.TestDataset method) (streamsight.datasets.YelpDataset method)

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

M

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

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

N

n_seq_data (streamsight.settings.Setting attribute) (streamsight.settings.SingleTimePointSetting attribute) (streamsight.settings.SlidingWindowSetting attribute) name (streamsight.algorithms.Algorithm property) (streamsight.algorithms.ItemKNN property) (streamsight.algorithms.ItemKNNIncremental property) (streamsight.algorithms.ItemKNNRolling property) (streamsight.algorithms.ItemKNNStatic property) (streamsight.algorithms.Popularity property) (streamsight.algorithms.Random property) (streamsight.datasets.AmazonBookDataset property) (streamsight.datasets.AmazonComputerDataset property) (streamsight.datasets.AmazonMovieDataset property) (streamsight.datasets.AmazonMusicDataset property) (streamsight.datasets.Dataset property) (streamsight.datasets.LastFMDataset property) (streamsight.datasets.MovieLens100K property) (streamsight.datasets.TestDataset property) (streamsight.datasets.YelpDataset property) (streamsight.metrics.Metric property) (streamsight.metrics.PrecisionK property) (streamsight.metrics.RecallK property) (streamsight.registries.AlgorithmEntry attribute) (streamsight.registries.AlgorithmStatusEntry attribute) (streamsight.registries.MetricEntry attribute) (streamsight.settings.NPastInteractionTimestampSplitter property) (streamsight.settings.Setting property) (streamsight.settings.SingleTimePointSetting property) (streamsight.settings.SlidingWindowSetting property) (streamsight.settings.TimestampSplitter property)

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

P

params (streamsight.metrics.Metric property) (streamsight.metrics.PrecisionK property) (streamsight.metrics.RecallK property) (streamsight.registries.AlgorithmEntry attribute) (streamsight.settings.Setting property) (streamsight.settings.SingleTimePointSetting property) (streamsight.settings.SlidingWindowSetting property) partition() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) Popularity (class in streamsight.algorithms) PrecisionK (class in streamsight.metrics) predict() (streamsight.algorithms.Algorithm method) (streamsight.algorithms.ItemKNN method) (streamsight.algorithms.ItemKNNIncremental method) (streamsight.algorithms.ItemKNNRolling method) (streamsight.algorithms.ItemKNNStatic method) (streamsight.algorithms.Popularity method) (streamsight.algorithms.Random method)

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

R

Random (class in streamsight.algorithms) RATING_IX (streamsight.datasets.AmazonBookDataset attribute) (streamsight.datasets.AmazonComputerDataset attribute) (streamsight.datasets.AmazonMovieDataset attribute) (streamsight.datasets.AmazonMusicDataset attribute) (streamsight.datasets.MovieLens100K attribute) (streamsight.datasets.YelpDataset attribute) READY (streamsight.registries.AlgorithmStateEnum attribute) RecallK (class in streamsight.metrics) register() (streamsight.registries.AlgorithmRegistry method) (streamsight.registries.AlgorithmStatusRegistry method) (streamsight.registries.DatasetRegistry method) (streamsight.registries.MetricRegistry method) register_algorithm() (streamsight.evaluators.EvaluatorStreamer method) REMOTE_FILENAME (streamsight.datasets.LastFMDataset attribute) (streamsight.datasets.MovieLens100K attribute) REMOTE_ZIPNAME (streamsight.datasets.LastFMDataset attribute) (streamsight.datasets.MovieLens100K attribute) removeprefix() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) removesuffix() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) replace() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) reset_data_generators() (streamsight.settings.Setting method) (streamsight.settings.SingleTimePointSetting method) (streamsight.settings.SlidingWindowSetting method)

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

S

safe_dir() (in module streamsight.utils) seed (streamsight.evaluators.EvaluatorPipelineBuilder attribute) (streamsight.evaluators.EvaluatorStreamerBuilder attribute) set_all_ready() (streamsight.registries.AlgorithmStatusRegistry method) set_metric_K() (streamsight.evaluators.Builder method) (streamsight.evaluators.EvaluatorPipelineBuilder method) (streamsight.evaluators.EvaluatorStreamerBuilder method) set_params() (streamsight.algorithms.Algorithm method) (streamsight.algorithms.ItemKNN method) (streamsight.algorithms.ItemKNNIncremental method) (streamsight.algorithms.ItemKNNRolling method) (streamsight.algorithms.ItemKNNStatic method) (streamsight.algorithms.Popularity method) (streamsight.algorithms.Random method) Setting (class in streamsight.settings) setting (streamsight.evaluators.Builder attribute) (streamsight.evaluators.EvaluatorBase attribute) (streamsight.evaluators.EvaluatorPipeline attribute) (streamsight.evaluators.EvaluatorPipelineBuilder attribute) (streamsight.evaluators.EvaluatorStreamer attribute) (streamsight.evaluators.EvaluatorStreamerBuilder attribute) shape (streamsight.matrix.InteractionMatrix attribute) SingleTimePointSetting (class in streamsight.settings) SlidingWindowSetting (class in streamsight.settings) split() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) (streamsight.settings.NPastInteractionTimestampSplitter method) (streamsight.settings.Setting method) (streamsight.settings.SingleTimePointSetting method) (streamsight.settings.SlidingWindowSetting method) (streamsight.settings.TimestampSplitter method) splitlines() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method)

start_stream() (streamsight.evaluators.EvaluatorStreamer method) startswith() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) state (streamsight.registries.AlgorithmStatusEntry attribute) streamsight.algorithms module streamsight.datasets module streamsight.evaluators module streamsight.matrix module streamsight.metrics module streamsight.preprocessing module streamsight.registries module streamsight.settings module streamsight.utils module strip() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) submit_prediction() (streamsight.evaluators.EvaluatorStreamer method) suppress_specific_warnings() (in module streamsight.utils) suppress_warnings() (in module streamsight.utils) swapcase() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method)

T

t (streamsight.settings.SingleTimePointSetting attribute) t_upper (streamsight.settings.SingleTimePointSetting attribute) (streamsight.settings.SlidingWindowSetting attribute) t_window (streamsight.settings.Setting property) (streamsight.settings.SingleTimePointSetting property) (streamsight.settings.SlidingWindowSetting property) TAG_IX (streamsight.datasets.LastFMDataset attribute) TestDataset (class in streamsight.datasets) TIMESTAMP_IX (streamsight.datasets.AmazonBookDataset attribute) (streamsight.datasets.AmazonComputerDataset attribute) (streamsight.datasets.AmazonMovieDataset attribute) (streamsight.datasets.AmazonMusicDataset attribute) (streamsight.datasets.Dataset attribute) (streamsight.datasets.LastFMDataset attribute) (streamsight.datasets.MovieLens100K attribute) (streamsight.datasets.TestDataset attribute) (streamsight.datasets.YelpDataset attribute) (streamsight.matrix.InteractionMatrix attribute) timestamp_limit (streamsight.metrics.Metric property) (streamsight.metrics.PrecisionK property) (streamsight.metrics.RecallK property)

TimestampAttributeMissingError timestamps_gt() (streamsight.matrix.InteractionMatrix method) timestamps_gte() (streamsight.matrix.InteractionMatrix method) timestamps_lt() (streamsight.matrix.InteractionMatrix method) timestamps_lte() (streamsight.matrix.InteractionMatrix method) TimestampSplitter (class in streamsight.settings) title() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method) to_binary() (in module streamsight.utils) to_csr_matrix() (in module streamsight.matrix) to_tuple() (in module streamsight.utils) top_K (streamsight.settings.Setting attribute) (streamsight.settings.SingleTimePointSetting attribute) (streamsight.settings.SlidingWindowSetting attribute) translate() (streamsight.evaluators.MetricLevelEnum method) (streamsight.matrix.ItemUserBasedEnum method) (streamsight.registries.AlgorithmStateEnum method)

U

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

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

V

values (streamsight.matrix.InteractionMatrix property)

W

WINDOW (streamsight.evaluators.MetricLevelEnum attribute)

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

Y

YelpDataset (class in streamsight.datasets)

Z

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