LICENSE
MANIFEST.in
README.md
setup.cfg
setup.py
river/__init__.py
river/__version__.py
river/conftest.py
river/dummy.py
river/test_.py
river.egg-info/PKG-INFO
river.egg-info/SOURCES.txt
river.egg-info/dependency_links.txt
river.egg-info/requires.txt
river.egg-info/top_level.txt
river/anomaly/__init__.py
river/anomaly/hst.py
river/anomaly/test_hst.py
river/base/__init__.py
river/base/anomaly.py
river/base/base.py
river/base/classifier.py
river/base/clusterer.py
river/base/drift_detector.py
river/base/ensemble.py
river/base/estimator.py
river/base/multi_output.py
river/base/regressor.py
river/base/tags.py
river/base/test_base.py
river/base/transformer.py
river/base/typing.py
river/base/wrapper.py
river/cluster/__init__.py
river/cluster/clustream.py
river/cluster/dbstream.py
river/cluster/denstream.py
river/cluster/k_means.py
river/cluster/streamkmeans.py
river/compat/__init__.py
river/compat/pytorch.py
river/compat/river_to_sklearn.py
river/compat/sklearn_to_river.py
river/compat/test_sklearn.py
river/compose/__init__.py
river/compose/func.py
river/compose/grouper.py
river/compose/pipeline.py
river/compose/rename.py
river/compose/select.py
river/compose/test_.py
river/compose/union.py
river/compose/viz.py
river/datasets/__init__.py
river/datasets/airline-passengers.csv
river/datasets/airline_passengers.py
river/datasets/banana.zip
river/datasets/bananas.py
river/datasets/base.py
river/datasets/bikes.py
river/datasets/chick-weights.csv
river/datasets/chick_weights.py
river/datasets/credit_card.py
river/datasets/elec2.py
river/datasets/higgs.py
river/datasets/http.py
river/datasets/insects.py
river/datasets/malicious_url.py
river/datasets/movielens100k.py
river/datasets/music.py
river/datasets/phishing.csv.gz
river/datasets/phishing.py
river/datasets/restaurants.py
river/datasets/segment.csv.zip
river/datasets/segment.py
river/datasets/sms_spam.py
river/datasets/smtp.py
river/datasets/solar-flare.csv.zip
river/datasets/solar_flare.py
river/datasets/taxis.py
river/datasets/test_datasets.py
river/datasets/trec07.py
river/datasets/trump_approval.csv.gz
river/datasets/trump_approval.py
river/datasets/synth/__init__.py
river/datasets/synth/agrawal.py
river/datasets/synth/anomaly_sine.py
river/datasets/synth/concept_drift_stream.py
river/datasets/synth/friedman.py
river/datasets/synth/hyper_plane.py
river/datasets/synth/led.py
river/datasets/synth/logical.py
river/datasets/synth/mixed.py
river/datasets/synth/mv.py
river/datasets/synth/planes_2d.py
river/datasets/synth/random_rbf.py
river/datasets/synth/random_tree.py
river/datasets/synth/sea.py
river/datasets/synth/sine.py
river/datasets/synth/stagger.py
river/datasets/synth/waveform.py
river/drift/__init__.py
river/drift/adwin.py
river/drift/adwin_c.c
river/drift/adwin_c.pyx
river/drift/ddm.py
river/drift/eddm.py
river/drift/hddm_a.py
river/drift/hddm_w.py
river/drift/kswin.py
river/drift/page_hinkley.py
river/drift/test_drift_detectors.py
river/ensemble/__init__.py
river/ensemble/adaptive_random_forest.py
river/ensemble/bagging.py
river/ensemble/boosting.py
river/ensemble/streaming_random_patches.py
river/evaluate/__init__.py
river/evaluate/progressive_validation.py
river/evaluate/tracks.py
river/expert/__init__.py
river/expert/bandit.py
river/expert/ewa.py
river/expert/sh.py
river/expert/stacking.py
river/facto/__init__.py
river/facto/base.py
river/facto/ffm.py
river/facto/fm.py
river/facto/fwfm.py
river/facto/hofm.py
river/feature_extraction/__init__.py
river/feature_extraction/agg.py
river/feature_extraction/kernel_approx.py
river/feature_extraction/poly.py
river/feature_extraction/vectorize.py
river/feature_selection/__init__.py
river/feature_selection/k_best.py
river/feature_selection/random.py
river/feature_selection/variance.py
river/imblearn/__init__.py
river/imblearn/hard_sampling.py
river/imblearn/random.py
river/linear_model/__init__.py
river/linear_model/alma.py
river/linear_model/glm.py
river/linear_model/pa.py
river/linear_model/softmax.py
river/linear_model/test_glm.py
river/meta/__init__.py
river/meta/pred_clipper.py
river/meta/target_transform.py
river/metrics/__init__.py
river/metrics/_performance_evaluator.py
river/metrics/accuracy.py
river/metrics/balanced_accuracy.py
river/metrics/base.py
river/metrics/confusion.c
river/metrics/confusion.pxd
river/metrics/confusion.pyx
river/metrics/cross_entropy.py
river/metrics/exact_match.py
river/metrics/fbeta.py
river/metrics/geometric_mean.py
river/metrics/hamming.py
river/metrics/jaccard.py
river/metrics/kappa.py
river/metrics/log_loss.py
river/metrics/mae.py
river/metrics/mcc.py
river/metrics/mse.py
river/metrics/multioutput.py
river/metrics/precision.py
river/metrics/r2.py
river/metrics/recall.py
river/metrics/report.py
river/metrics/roc_auc.py
river/metrics/rolling.py
river/metrics/smape.py
river/metrics/test_.py
river/metrics/time_rolling.py
river/metrics/cluster/__init__.py
river/metrics/cluster/base.py
river/metrics/cluster/bic.py
river/metrics/cluster/daviesbouldin.py
river/metrics/cluster/generalized_dunn.py
river/metrics/cluster/i_index.py
river/metrics/cluster/ps.py
river/metrics/cluster/r2.py
river/metrics/cluster/rmsstd.py
river/metrics/cluster/sd_validation.py
river/metrics/cluster/separation.py
river/metrics/cluster/silhouette.py
river/metrics/cluster/ssb.py
river/metrics/cluster/ssq_based.py
river/metrics/cluster/ssw.py
river/metrics/cluster/xiebeni.py
river/multiclass/__init__.py
river/multiclass/occ.py
river/multiclass/ovo.py
river/multiclass/ovr.py
river/multiclass/test_ovr.py
river/multioutput/__init__.py
river/multioutput/chain.py
river/naive_bayes/__init__.py
river/naive_bayes/base.py
river/naive_bayes/bernoulli.py
river/naive_bayes/complement.py
river/naive_bayes/gaussian.py
river/naive_bayes/multinomial.py
river/naive_bayes/test_multinomial.py
river/naive_bayes/test_naive_bayes.py
river/neighbors/__init__.py
river/neighbors/base_neighbors.py
river/neighbors/knn_adwin.py
river/neighbors/knn_classifier.py
river/neighbors/knn_regressor.py
river/neighbors/sam_knn.py
river/neighbors/src/libNearestNeighbor/nearestNeighbor.cpp
river/neural_net/__init__.py
river/neural_net/activations.py
river/neural_net/mlp.py
river/optim/__init__.py
river/optim/ada_bound.py
river/optim/ada_delta.py
river/optim/ada_grad.py
river/optim/ada_max.py
river/optim/adam.py
river/optim/ams_grad.py
river/optim/average.py
river/optim/base.py
river/optim/ftrl.py
river/optim/initializers.py
river/optim/losses.py
river/optim/momentum.py
river/optim/nadam.py
river/optim/nesterov.py
river/optim/newton.py
river/optim/rms_prop.py
river/optim/schedulers.py
river/optim/sgd.py
river/optim/test_losses.py
river/preprocessing/__init__.py
river/preprocessing/feature_hasher.py
river/preprocessing/impute.py
river/preprocessing/lda.py
river/preprocessing/one_hot.py
river/preprocessing/scale.py
river/preprocessing/test_lda.py
river/preprocessing/test_scale.py
river/proba/__init__.py
river/proba/base.py
river/proba/gaussian.py
river/proba/multinomial.py
river/reco/__init__.py
river/reco/base.py
river/reco/baseline.py
river/reco/biased_mf.py
river/reco/funk_mf.py
river/reco/normal.py
river/reco/surprise.py
river/stats/__init__.py
river/stats/auto_corr.py
river/stats/base.py
river/stats/count.py
river/stats/cov.py
river/stats/entropy.py
river/stats/ewmean.py
river/stats/ewvar.py
river/stats/iqr.py
river/stats/kurtosis.py
river/stats/link.py
river/stats/maximum.py
river/stats/mean.py
river/stats/minimum.py
river/stats/mode.py
river/stats/moments.py
river/stats/n_unique.py
river/stats/pearson.py
river/stats/ptp.py
river/stats/quantile.py
river/stats/sem.py
river/stats/shift.py
river/stats/skew.py
river/stats/summing.py
river/stats/test_.py
river/stats/test_mean_var_cov.py
river/stats/var.py
river/stream/__init__.py
river/stream/cache.py
river/stream/iter_arff.py
river/stream/iter_array.py
river/stream/iter_csv.py
river/stream/iter_libsvm.py
river/stream/iter_pandas.py
river/stream/iter_sklearn.py
river/stream/iter_sql.py
river/stream/iter_vaex.py
river/stream/pokedb.zip
river/stream/qa.py
river/stream/shuffling.py
river/stream/test_iter_csv.py
river/stream/test_sql.py
river/stream/utils.py
river/time_series/__init__.py
river/time_series/base.py
river/time_series/detrender.py
river/time_series/expo_smoothing.py
river/time_series/snarimax.py
river/tree/__init__.py
river/tree/base.py
river/tree/extremely_fast_decision_tree.py
river/tree/hoeffding_adaptive_tree_classifier.py
river/tree/hoeffding_adaptive_tree_regressor.py
river/tree/hoeffding_tree.py
river/tree/hoeffding_tree_classifier.py
river/tree/hoeffding_tree_regressor.py
river/tree/isoup_tree_regressor.py
river/tree/label_combination_hoeffding_tree.py
river/tree/setup.py
river/tree/test_base.py
river/tree/test_splitter.py
river/tree/test_trees.py
river/tree/utils.py
river/tree/viz.py
river/tree/nodes/__init__.py
river/tree/nodes/arf_htc_nodes.py
river/tree/nodes/arf_htr_nodes.py
river/tree/nodes/branch.py
river/tree/nodes/efdtc_nodes.py
river/tree/nodes/hatc_nodes.py
river/tree/nodes/hatr_nodes.py
river/tree/nodes/htc_nodes.py
river/tree/nodes/htr_nodes.py
river/tree/nodes/isouptr_nodes.py
river/tree/nodes/leaf.py
river/tree/split_criterion/__init__.py
river/tree/split_criterion/base_split_criterion.py
river/tree/split_criterion/gini_split_criterion.py
river/tree/split_criterion/hellinger_distance_criterion.py
river/tree/split_criterion/info_gain_split_criterion.py
river/tree/split_criterion/intra_cluster_variance_reduction_split_criterion.py
river/tree/split_criterion/variance_reduction_split_criterion.py
river/tree/splitter/__init__.py
river/tree/splitter/base_splitter.py
river/tree/splitter/ebst_splitter.py
river/tree/splitter/exhaustive_splitter.py
river/tree/splitter/gaussian_splitter.py
river/tree/splitter/histogram_splitter.py
river/tree/splitter/nominal_splitter_classif.py
river/tree/splitter/nominal_splitter_reg.py
river/tree/splitter/qo_splitter.py
river/tree/splitter/tebst_splitter.py
river/utils/__init__.py
river/utils/data_conversion.py
river/utils/estimator_checks.py
river/utils/histogram.py
river/utils/inspect.py
river/utils/math.py
river/utils/param_grid.py
river/utils/pretty.py
river/utils/sdft.py
river/utils/skmultiflow_utils.py
river/utils/skyline.py
river/utils/test_param_grid.py
river/utils/test_vectordict.py
river/utils/vectordict.c
river/utils/vectordict.pyx
river/utils/window.py