Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W | Z _ __init__() (lenskit.batch.BatchPipelineRunner method) (lenskit.batch.BatchResults method) (lenskit.batch.InvocationSpec method) (lenskit.data.Dataset method) (lenskit.data.ItemList method) (lenskit.data.ItemListCollection method) (lenskit.data.RecQuery method) (lenskit.data.UserIDKey method) (lenskit.data.Vocabulary method) (lenskit.metrics.GlobalMetric method) (lenskit.metrics.ListMetric method) (lenskit.metrics.MAE method) (lenskit.metrics.Metric method) (lenskit.metrics.MetricFunction method) (lenskit.metrics.NDCG method) (lenskit.metrics.Precision method) (lenskit.metrics.RankingMetricBase method) (lenskit.metrics.RBP method) (lenskit.metrics.Recall method) (lenskit.metrics.RecipRank method) (lenskit.metrics.RMSE method) (lenskit.metrics.RunAnalysis method) (lenskit.metrics.RunAnalysisResult method) (lenskit.pipeline.Component method) (lenskit.pipeline.Configurable method) (lenskit.pipeline.Lazy method) (lenskit.pipeline.Node method) (lenskit.pipeline.Pipeline method) (lenskit.pipeline.PipelineState method) (lenskit.pipeline.RecPipelineBuilder method) (lenskit.pipeline.Trainable method) (lenskit.splitting.LastFrac method) (lenskit.splitting.LastN method) (lenskit.splitting.SampleFrac method) (lenskit.splitting.SampleN method) (lenskit.splitting.TTSplit method) A active_logging_config() (in module lenskit.logging.config) add() (lenskit.data.ItemListCollection method) add_component() (lenskit.pipeline.Pipeline method) add_from() (lenskit.data.ItemListCollection method) add_metric() (lenskit.metrics.RunAnalysis method) add_process_info() (in module lenskit.logging.processors) add_result() (lenskit.batch.BatchResults method) add_subtask() (lenskit.logging.Task method) (lenskit.logging.tasks.Task method) alias() (lenskit.pipeline.Pipeline method) AllTrainingItemsCandidateSelector (class in lenskit.basic) (class in lenskit.basic.candidates) ALS (class in lenskit.implicit), [1] als_half_epoch() (lenskit.als.ALSBase method) (lenskit.als.BiasedMFScorer method) (lenskit.als.ImplicitMFScorer method) ALSBase (class in lenskit.als) apply() (lenskit.logging.config.LoggingConfig method) (lenskit.logging.LoggingConfig method) arrow_types() (lenskit.data.ItemList method) B BaseRec (class in lenskit.implicit) BatchPipelineRunner (class in lenskit.batch) BatchResults (class in lenskit.batch) BiasedMFScorer (class in lenskit.als) BiasModel (class in lenskit.basic) (class in lenskit.basic.bias) BiasScorer (class in lenskit.basic) (class in lenskit.basic.bias) bind() (lenskit.logging.tracing.TracingLogger method) BPR (class in lenskit.implicit), [1] buffers (lenskit.parallel.serialize.SHMData attribute) build() (lenskit.pipeline.RecPipelineBuilder method) C candidate_selector() (lenskit.pipeline.RecPipelineBuilder method) chunk_count (lenskit.parallel.chunking.WorkChunks attribute) chunk_size (lenskit.parallel.chunking.WorkChunks attribute) clone() (lenskit.data.ItemList method) (lenskit.pipeline.Pipeline method) compatible_with_numbers_from() (lenskit.data.Vocabulary method) Component (class in lenskit.pipeline) component_configs() (lenskit.pipeline.Pipeline method) components (lenskit.batch.InvocationSpec attribute) compute_for_items() (lenskit.basic.bias.BiasModel method) (lenskit.basic.BiasModel method) compute_list_data() (lenskit.metrics.MAE method) (lenskit.metrics.RMSE method) config_hash() (lenskit.pipeline.Pipeline method) Configurable (class in lenskit.pipeline) ConfigWarning (class in lenskit.diagnostics) connect() (lenskit.pipeline.Pipeline method) copy() (lenskit.data.Vocabulary method) count() (lenskit.data.Dataset method) cpu_time (lenskit.logging.resource.ResourceMeasurement property) (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) create() (lenskit.data.RecQuery class method) (lenskit.data.types.UITuple class method) (lenskit.parallel.chunking.WorkChunks class method) create_input() (lenskit.pipeline.Pipeline method) crossfold_records() (in module lenskit.splitting) crossfold_users() (in module lenskit.splitting) current() (lenskit.logging.resource.ResourceMeasurement class method) (lenskit.logging.Task static method) (lenskit.logging.tasks.Task static method) (lenskit.logging.worker.WorkerLogConfig class method) D damping (lenskit.basic.bias.BiasModel attribute) (lenskit.basic.bias.BiasScorer attribute) (lenskit.basic.BiasModel attribute) (lenskit.basic.BiasScorer attribute) Dataset (class in lenskit.data) DataWarning (class in lenskit.diagnostics) default (lenskit.metrics.ListMetric attribute) (lenskit.pipeline.PipelineState property) default_node (lenskit.pipeline.PipelineState property) delegate (lenskit.implicit.BaseRec attribute) derivable_rng() (in module lenskit.util) (in module lenskit.util.random) DerivingRNG (class in lenskit.util.random) duration (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) E effective_cpu_count() (in module lenskit.parallel.config) ensure_parallel_init() (in module lenskit.parallel) (in module lenskit.parallel.config) environment variable LK_LOG_FILE LK_LOG_FILE_LEVEL LK_LOG_LEVEL LK_NUM_BACKEND_THREADS, [1], [2] LK_NUM_CHILD_THREADS, [1], [2] LK_NUM_PROCS, [1], [2] LK_NUM_THREADS, [1], [2] EXTRA_CONFIG_FIELDS (lenskit.pipeline.Component attribute) extra_inputs (lenskit.batch.InvocationSpec attribute) extract_list_metric() (lenskit.metrics.MAE method) (lenskit.metrics.RMSE method) F FallbackScorer (class in lenskit.basic) (class in lenskit.basic.composite) finalize_scores() (lenskit.als.ALSBase method) (lenskit.als.BiasedMFScorer method) finish() (lenskit.logging.Progress method) (lenskit.logging.progress.Progress method) (lenskit.logging.Task method) (lenskit.logging.tasks.Task method) finish_time (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) fit_iters() (lenskit.als.ALSBase method) FixedRNG (class in lenskit.util.random) format_timestamp() (in module lenskit.logging.processors) from_arrow() (lenskit.data.ItemList class method) from_config() (lenskit.pipeline.Component class method) (lenskit.pipeline.Configurable class method) from_df() (lenskit.data.ItemList class method) (lenskit.data.ItemListCollection class method) from_dict() (lenskit.data.ItemListCollection class method) from_interactions_df() (in module lenskit.data) from_src_and_test() (lenskit.splitting.TTSplit class method) FunkSVDScorer (class in lenskit.funksvd) G GenericKey (in module lenskit.data) get() (lenskit.pipeline.Lazy method) get_config() (lenskit.hpf.HPFScorer method) (lenskit.pipeline.Component method) (lenskit.pipeline.Configurable method) (lenskit.pipeline.Pipeline method) get_default() (lenskit.pipeline.Pipeline method) get_logger() (in module lenskit.logging) get_monitor() (in module lenskit.logging.monitor) get_parallel_config() (in module lenskit.parallel) (in module lenskit.parallel.config) global_aggregate() (lenskit.metrics.MAE method) (lenskit.metrics.RMSE method) global_bias (lenskit.basic.bias.BiasModel attribute) (lenskit.basic.BiasModel attribute) global_metrics() (lenskit.metrics.RunAnalysisResult method) GlobalMetric (class in lenskit.metrics) H handle() (lenskit.logging.worker.ZMQLogHandler method) HPFScorer (class in lenskit.hpf) I id() (lenskit.data.Vocabulary method) ids() (lenskit.data.ItemList method) (lenskit.data.Vocabulary method) IGNORED_CONFIG_FIELDS (lenskit.basic.bias.BiasScorer attribute) (lenskit.basic.BiasScorer attribute) (lenskit.pipeline.Component attribute) ImplicitMFScorer (class in lenskit.als) index (lenskit.data.Vocabulary property) (lenskit.knn.user.UserRatings attribute) initial_params() (lenskit.als.ALSBase method) (lenskit.als.BiasedMFScorer method) (lenskit.als.ImplicitMFScorer method) initialize() (in module lenskit.parallel) (in module lenskit.parallel.config) initialize_params() (lenskit.als.ALSBase method) InProcessOpInvoker (class in lenskit.parallel.sequential) interaction_count (lenskit.data.Dataset property) interaction_log() (lenskit.data.Dataset method) interaction_matrix() (lenskit.data.Dataset method) InvocationSpec (class in lenskit.batch) invoker() (in module lenskit.parallel), [1] is_trained (lenskit.als.ALSBase property) (lenskit.basic.candidates.TrainingCandidateSelectorBase property) (lenskit.basic.history.KnownRatingScorer property) (lenskit.basic.history.UserTrainingHistoryLookup property) (lenskit.basic.PopScorer property) (lenskit.basic.popularity.PopScorer property) (lenskit.basic.UserTrainingHistoryLookup property) (lenskit.funksvd.FunkSVDScorer property) (lenskit.hpf.HPFScorer property) (lenskit.implicit.BaseRec property) (lenskit.knn.item.ItemKNNScorer property) (lenskit.knn.ItemKNNScorer property) (lenskit.knn.user.UserKNNScorer property) (lenskit.knn.UserKNNScorer property) (lenskit.pipeline.Trainable property) item (lenskit.data.types.UITuple attribute) item_biases (lenskit.basic.bias.BiasModel attribute) (lenskit.basic.BiasModel attribute) item_counts_ (lenskit.knn.item.ItemKNNScorer attribute) (lenskit.knn.ItemKNNScorer attribute) item_means_ (lenskit.knn.item.ItemKNNScorer attribute) (lenskit.knn.ItemKNNScorer attribute) item_pop_ (lenskit.basic.PopScorer attribute) (lenskit.basic.popularity.PopScorer attribute) item_progress() (in module lenskit.logging) (in module lenskit.logging.progress) item_scores_ (lenskit.basic.popularity.TimeBoundedPopScore attribute) item_stats() (lenskit.data.Dataset method) ItemKNNScorer (class in lenskit.knn) (class in lenskit.knn.item) ItemList (class in lenskit.data) ItemListCollection (class in lenskit.data) items (lenskit.basic.bias.BiasModel attribute) (lenskit.basic.BiasModel attribute) (lenskit.batch.InvocationSpec attribute) (lenskit.data.Dataset property) items_ (lenskit.implicit.BaseRec attribute) (lenskit.knn.item.ItemKNNScorer attribute) (lenskit.knn.ItemKNNScorer attribute) (lenskit.knn.user.UserKNNScorer attribute) (lenskit.knn.UserKNNScorer attribute) K k (lenskit.metrics.RankingMetricBase attribute) key_fields (lenskit.data.ItemListCollection property) key_type (lenskit.data.ItemListCollection property) keys() (lenskit.data.ItemListCollection method) KnownRatingScorer (class in lenskit.basic.history) L label (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) (lenskit.metrics.Metric property) (lenskit.metrics.NDCG property) (lenskit.metrics.Precision property) (lenskit.metrics.RBP property) (lenskit.metrics.Recall property) (lenskit.metrics.RecipRank property) LastFrac (class in lenskit.splitting) LastN (class in lenskit.splitting) Lazy (class in lenskit.pipeline) learn() (lenskit.basic.bias.BiasModel class method) (lenskit.basic.BiasModel class method) lenskit.als module lenskit.basic module lenskit.basic.bias module lenskit.basic.candidates module lenskit.basic.composite module lenskit.basic.history module lenskit.basic.popularity module lenskit.basic.random module lenskit.basic.topn module lenskit.batch module lenskit.data module lenskit.data.types module lenskit.diagnostics module lenskit.funksvd module lenskit.hpf module, [1] lenskit.implicit module, [1] lenskit.knn module lenskit.knn.item module lenskit.knn.user module lenskit.logging module lenskit.logging.config module lenskit.logging.monitor module lenskit.logging.processors module lenskit.logging.progress module lenskit.logging.resource module lenskit.logging.tasks module lenskit.logging.tracing module lenskit.logging.worker module lenskit.math module lenskit.math.solve module lenskit.math.sparse module lenskit.metrics module lenskit.metrics.topn module lenskit.operations module lenskit.parallel module lenskit.parallel.chunking module lenskit.parallel.config module lenskit.parallel.pool module lenskit.parallel.sequential module lenskit.parallel.serialize module lenskit.parallel.worker module lenskit.pipeline module lenskit.splitting module lenskit.topn module lenskit.util module lenskit.util.envcheck module lenskit.util.random module lenskit.util.timing module lenskit_filtering_logger() (in module lenskit.logging.tracing) LenskitMPContext (class in lenskit.parallel.pool) LenskitProcess (class in lenskit.parallel.pool) list_metrics() (lenskit.metrics.RunAnalysisResult method) list_summary() (lenskit.metrics.RunAnalysisResult method) ListMetric (class in lenskit.metrics) lists() (lenskit.data.ItemListCollection method) literal() (lenskit.pipeline.Pipeline method) LK_NUM_BACKEND_THREADS, [1] LK_NUM_CHILD_THREADS, [1] LK_NUM_PROCS, [1] LK_NUM_THREADS, [1] load_movielens() (in module lenskit.data) load_movielens_df() (in module lenskit.data) load_parquet() (lenskit.data.ItemListCollection class method) log_file() (lenskit.logging.config.LoggingConfig method) (lenskit.logging.LoggingConfig method) logger (lenskit.als.ALSBase property) (lenskit.als.BiasedMFScorer property) (lenskit.als.ImplicitMFScorer property) LoggingConfig (class in lenskit.logging) (class in lenskit.logging.config) lookup() (lenskit.data.ItemListCollection method) lookup_projected() (lenskit.data.ItemListCollection method) M MAE (class in lenskit.metrics) make_seed() (in module lenskit.util.random) map() (lenskit.parallel.ModelOpInvoker method) (lenskit.parallel.pool.ProcessPoolOpInvoker method) (lenskit.parallel.sequential.InProcessOpInvoker method) matrix_ (lenskit.implicit.BaseRec attribute) mean (lenskit.knn.user.UserRatings attribute) measure_list() (lenskit.metrics.ListMetric method) (lenskit.metrics.MAE method) (lenskit.metrics.NDCG method) (lenskit.metrics.Precision method) (lenskit.metrics.RBP method) (lenskit.metrics.Recall method) (lenskit.metrics.RecipRank method) (lenskit.metrics.RMSE method) measure_run() (lenskit.metrics.GlobalMetric method) merge_from() (lenskit.metrics.RunAnalysisResult method) meta (lenskit.pipeline.PipelineState attribute) meta() (lenskit.pipeline.Pipeline method) Metric (class in lenskit.metrics) MetricFunction (class in lenskit.metrics) metrics (lenskit.metrics.RunAnalysis attribute) Model (class in lenskit.funksvd) model_config (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) model_post_init() (lenskit.logging.Task method) (lenskit.logging.tasks.Task method) ModelOpInvoker (class in lenskit.parallel) module lenskit.als lenskit.basic lenskit.basic.bias lenskit.basic.candidates lenskit.basic.composite lenskit.basic.history lenskit.basic.popularity lenskit.basic.random lenskit.basic.topn lenskit.batch lenskit.data lenskit.data.types lenskit.diagnostics lenskit.funksvd lenskit.hpf, [1] lenskit.implicit, [1] lenskit.knn lenskit.knn.item lenskit.knn.user lenskit.logging lenskit.logging.config lenskit.logging.monitor lenskit.logging.processors lenskit.logging.progress lenskit.logging.resource lenskit.logging.tasks lenskit.logging.tracing lenskit.logging.worker lenskit.math lenskit.math.solve lenskit.math.sparse lenskit.metrics lenskit.metrics.topn lenskit.operations lenskit.parallel lenskit.parallel.chunking lenskit.parallel.config lenskit.parallel.pool lenskit.parallel.sequential lenskit.parallel.serialize lenskit.parallel.worker lenskit.pipeline lenskit.splitting lenskit.topn lenskit.util lenskit.util.envcheck lenskit.util.random lenskit.util.timing Monitor (class in lenskit.logging.monitor) monitor_refresh() (lenskit.logging.monitor.MonitorRefreshable method) (lenskit.logging.Task method) (lenskit.logging.tasks.Task method) MonitorRefreshable (class in lenskit.logging.monitor) MonitorState (class in lenskit.logging.monitor) MonitorThread (class in lenskit.logging.monitor) multiprocess_executor() (in module lenskit.parallel) (in module lenskit.parallel.pool) N name (lenskit.batch.InvocationSpec attribute) (lenskit.data.Vocabulary attribute) (lenskit.pipeline.Node attribute) NDCG (class in lenskit.metrics) new() (lenskit.logging.tracing.TracingLogger method) new_user_embedding() (lenskit.als.ALSBase method) (lenskit.als.BiasedMFScorer method) (lenskit.als.ImplicitMFScorer method) Node (class in lenskit.pipeline) node() (lenskit.pipeline.Pipeline method) nodes (lenskit.pipeline.Pipeline property) normalize_sparse_rows() (in module lenskit.math.sparse) number() (lenskit.data.Vocabulary method) numbers() (lenskit.data.ItemList method) (lenskit.data.Vocabulary method) O ordered (lenskit.data.ItemList attribute) output() (lenskit.batch.BatchResults method) outputs (lenskit.batch.BatchResults property) P ParallelConfig (class in lenskit.parallel.config) parent_id (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) peak_gpu_memory (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) peak_memory (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) pickle (lenskit.parallel.serialize.SHMData attribute) Pipeline (class in lenskit.pipeline) PipelineState (class in lenskit.pipeline) PopScorer (class in lenskit.basic) (class in lenskit.basic.popularity) Precision (class in lenskit.metrics) predict() (in module lenskit.batch) (in module lenskit.operations) (lenskit.batch.BatchPipelineRunner method) predicts_ratings() (lenskit.pipeline.RecPipelineBuilder method) prepare_data() (lenskit.als.ALSBase method) (lenskit.als.BiasedMFScorer method) (lenskit.als.ImplicitMFScorer method) Process() (lenskit.parallel.pool.LenskitMPContext method) ProcessPoolOpInvoker (class in lenskit.parallel.pool) Progress (class in lenskit.logging) (class in lenskit.logging.progress) R random_generator() (in module lenskit.util) (in module lenskit.util.random) RandomSelector (class in lenskit.basic) (class in lenskit.basic.random) ranker() (lenskit.pipeline.RecPipelineBuilder method) RankingMetricBase (class in lenskit.metrics) ranks() (lenskit.data.ItemList method) rating_count (lenskit.data.Dataset property) rating_matrix_ (lenskit.knn.item.ItemKNNScorer attribute) (lenskit.knn.ItemKNNScorer attribute) ratings (lenskit.knn.user.UserRatings attribute) RBP (class in lenskit.metrics) Recall (class in lenskit.metrics) RecipRank (class in lenskit.metrics) recommend() (in module lenskit.batch) (in module lenskit.operations) (lenskit.batch.BatchPipelineRunner method) RecPipelineBuilder (class in lenskit.pipeline) RecQuery (class in lenskit.data) remove_internal() (in module lenskit.logging.processors) replace_component() (lenskit.pipeline.Pipeline method) ResourceMeasurement (class in lenskit.logging.resource) RMSE (class in lenskit.metrics) RNGFactory (class in lenskit.util.random) root() (lenskit.logging.Task static method) (lenskit.logging.tasks.Task static method) run() (lenskit.batch.BatchPipelineRunner method) (lenskit.logging.monitor.MonitorThread method) (lenskit.parallel.pool.LenskitProcess method) (lenskit.pipeline.Pipeline method) run_all() (lenskit.pipeline.Pipeline method) RunAnalysis (class in lenskit.metrics) RunAnalysisResult (class in lenskit.metrics) S safe_spmv() (in module lenskit.math.sparse) sample_records() (in module lenskit.splitting) sample_users() (in module lenskit.splitting) SampleFrac (class in lenskit.splitting) SampleN (class in lenskit.splitting) save_parquet() (lenskit.data.ItemListCollection method) save_to_file() (lenskit.logging.Task method) (lenskit.logging.tasks.Task method) score() (in module lenskit.operations) scorer() (lenskit.pipeline.RecPipelineBuilder method) scores() (lenskit.data.ItemList method) set_default() (lenskit.pipeline.Pipeline method) set_global_rng() (in module lenskit.util) (in module lenskit.util.random) set_verbose() (lenskit.logging.config.LoggingConfig method) (lenskit.logging.LoggingConfig method) shm_deserialize() (in module lenskit.parallel.serialize) shm_serialize() (in module lenskit.parallel.serialize) SHMData (class in lenskit.parallel.serialize) SHMPickler (class in lenskit.parallel.serialize) sim_matrix_ (lenskit.knn.item.ItemKNNScorer attribute) (lenskit.knn.ItemKNNScorer attribute) size (lenskit.data.Vocabulary property) SoftmaxRanker (class in lenskit.basic) (class in lenskit.basic.random) solve_cholesky() (in module lenskit.math.solve) start() (lenskit.logging.Task method) (lenskit.logging.tasks.Task method) start_time (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) status (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) Stopwatch (class in lenskit.util) (class in lenskit.util.timing) subprocess (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) subprocess_config() (in module lenskit.parallel.config) subtasks (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) T Task (class in lenskit.logging) (class in lenskit.logging.tasks) task_id (lenskit.logging.Task attribute) (lenskit.logging.tasks.Task attribute) TaskStatus (class in lenskit.logging.tasks) term() (lenskit.data.Vocabulary method) terms() (lenskit.data.Vocabulary method) test (lenskit.splitting.TTSplit attribute) test_df (lenskit.splitting.TTSplit property) test_size (lenskit.splitting.TTSplit property) TimeBoundedPopScore (class in lenskit.basic.popularity) to_arrow() (lenskit.data.ItemList method) (lenskit.data.ItemListCollection method) to_df() (lenskit.data.ItemList method) (lenskit.data.ItemListCollection method) topn_pipeline() (in module lenskit.pipeline) TopNRanker (class in lenskit.basic) (class in lenskit.basic.topn) torch_sparse_from_scipy() (in module lenskit.math.sparse) total (lenskit.parallel.chunking.WorkChunks attribute) trace() (in module lenskit.logging) TracingLogger (class in lenskit.logging.tracing) train (lenskit.splitting.TTSplit attribute) train() (lenskit.als.ALSBase method) (lenskit.als.ImplicitMFScorer method) (lenskit.basic.bias.BiasScorer method) (lenskit.basic.BiasScorer method) (lenskit.basic.candidates.TrainingCandidateSelectorBase method) (lenskit.basic.history.KnownRatingScorer method) (lenskit.basic.history.UserTrainingHistoryLookup method) (lenskit.basic.PopScorer method) (lenskit.basic.popularity.PopScorer method) (lenskit.basic.popularity.TimeBoundedPopScore method) (lenskit.basic.UserTrainingHistoryLookup method) (lenskit.funksvd.FunkSVDScorer method) (lenskit.hpf.HPFScorer method) (lenskit.implicit.BaseRec method) (lenskit.knn.item.ItemKNNScorer method) (lenskit.knn.ItemKNNScorer method) (lenskit.knn.user.UserKNNScorer method) (lenskit.knn.UserKNNScorer method) (lenskit.pipeline.Pipeline method) (lenskit.pipeline.Trainable method) train_df (lenskit.splitting.TTSplit property) Trainable (class in lenskit.pipeline) TrainingCandidateSelectorBase (class in lenskit.basic.candidates) transform_matrix() (lenskit.basic.bias.BiasModel method) (lenskit.basic.BiasModel method) truncate() (lenskit.metrics.RankingMetricBase method) TTSplit (class in lenskit.splitting) types (lenskit.pipeline.Node attribute) U UITuple (class in lenskit.data.types) UnratedTrainingItemsCandidateSelector (class in lenskit.basic) (class in lenskit.basic.candidates) update() (lenskit.logging.Progress method) (lenskit.logging.progress.Progress method) (lenskit.logging.Task method) (lenskit.logging.tasks.Task method) update_resources() (lenskit.logging.Task method) (lenskit.logging.tasks.Task method) use_first_of() (lenskit.pipeline.Pipeline method) user (lenskit.data.types.UITuple attribute) user_biases (lenskit.basic.bias.BiasModel attribute) (lenskit.basic.BiasModel attribute) user_id (lenskit.data.RecQuery attribute) (lenskit.data.UserIDKey attribute) user_items (lenskit.data.RecQuery attribute) user_means_ (lenskit.knn.user.UserKNNScorer attribute) (lenskit.knn.UserKNNScorer attribute) user_ratings_ (lenskit.knn.user.UserKNNScorer attribute) (lenskit.knn.UserKNNScorer attribute) user_row() (lenskit.data.Dataset method) user_stats() (lenskit.data.Dataset method) user_vectors_ (lenskit.knn.user.UserKNNScorer attribute) (lenskit.knn.UserKNNScorer attribute) UserIDKey (class in lenskit.data) UserKNNScorer (class in lenskit.knn) (class in lenskit.knn.user) UserRatings (class in lenskit.knn.user) users (lenskit.basic.bias.BiasModel attribute) (lenskit.basic.BiasModel attribute) (lenskit.data.Dataset property) users_ (lenskit.implicit.BaseRec attribute) (lenskit.knn.item.ItemKNNScorer attribute) (lenskit.knn.ItemKNNScorer attribute) (lenskit.knn.user.UserKNNScorer attribute) (lenskit.knn.UserKNNScorer attribute) UserTrainingHistoryLookup (class in lenskit.basic) (class in lenskit.basic.history) V Vocabulary (class in lenskit.data) vocabulary (lenskit.data.ItemList property) W weight (lenskit.implicit.BaseRec attribute) WorkChunks (class in lenskit.parallel.chunking) WorkerContext (class in lenskit.logging.worker) WorkerData (class in lenskit.parallel.worker) WorkerLogConfig (class in lenskit.logging.worker) Z ZMQLogHandler (class in lenskit.logging.worker)
