├── .dockerignore ├── .github └── workflows │ ├── pr.yml │ └── release.yml ├── .gitignore ├── CHANGELOG.md ├── CITATION.cff ├── CNAME ├── LICENSE ├── README.md ├── data ├── electricity.arff ├── electricity.csv ├── electricity_tiny.arff ├── electricity_tiny.csv ├── fried.arff └── fried.csv ├── docker ├── .env ├── docker-compose.yml └── dockerfile ├── docs ├── _static │ ├── .placeholder │ └── css │ │ └── citation.css ├── _templates │ └── autosummary │ │ ├── class.rst │ │ └── module.rst ├── about.rst ├── api │ └── index.rst ├── conf.py ├── contributing │ ├── code_review.md │ ├── docs.rst │ ├── faq.md │ ├── git.md │ ├── index.rst │ ├── tests.md │ └── update_moa.md ├── docker.md ├── images │ ├── CapyMOA.jpeg │ ├── arf100_cpu_time.png │ ├── arf100_cpu_time_dark.png │ ├── benchmark_20240422_221824_performance_plot_wallclock.png │ ├── docker_demo.png │ └── profiles │ │ ├── anton_lee.jpg │ │ ├── guilherme_weigert_cassales.jpg │ │ ├── heitor_murilo_gomes.jpg │ │ ├── justin_liu.jpg │ │ ├── marco_heyden.jpg │ │ ├── nuwan_gunasekara.jpg │ │ ├── vitor_cerqueira.jpg │ │ └── yibin_sun.jpg ├── index.rst ├── installation.rst ├── tutorials.rst └── util │ └── github_link.py ├── download.py ├── invoke.yml ├── notebooks ├── 00_getting_started.ipynb ├── 01_evaluation.ipynb ├── 02_sklearn.ipynb ├── 03_pytorch.ipynb ├── 04_drift_streams.ipynb ├── 05_new_learner.ipynb ├── 06_advanced_API.ipynb ├── 07_pipelines.ipynb ├── 08_prediction_interval.ipynb ├── 09_automl.ipynb ├── 10_ocl.ipynb ├── ClusTree_clustering_evolution.gif ├── Clustream_clustering_evolution.gif ├── Clustream_with_Kmeans_clustering_evolution.gif ├── DeNSTReaM_clustering_custom_name.gif ├── SSL_example.ipynb ├── anomaly_detection.ipynb ├── benchmarking.py ├── clustering.ipynb ├── drift_detection.ipynb ├── parallel_ensembles.ipynb ├── save_and_load_model.ipynb ├── settings_autoclass.json ├── under_construction.jpeg └── util │ └── nbmock.py ├── pyproject.toml ├── src ├── __init__.py └── capymoa │ ├── __about__.py │ ├── __init__.py │ ├── _pickle.py │ ├── _prepare_jpype.py │ ├── _utils.py │ ├── ann │ ├── __init__.py │ ├── _lenet.py │ ├── _perceptron.py │ ├── _resnet.py │ └── util.py │ ├── anomaly │ ├── __init__.py │ ├── _autoencoder.py │ ├── _half_space_trees.py │ ├── _online_isolation_forest.py │ ├── _robust_random_cut_forest.py │ ├── _stream_rhf.py │ └── _streaming_isolation_forest.py │ ├── automl │ ├── __init__.py │ └── _autoclass.py │ ├── base │ ├── __init__.py │ ├── _base.py │ ├── _batch.py │ ├── _classifier.py │ ├── _regressor.py │ └── _ssl.py │ ├── classifier │ ├── __init__.py │ ├── _adaptive_random_forest.py │ ├── _csmote.py │ ├── _dynamic_weighted_majority.py │ ├── _efdt.py │ ├── _finetune.py │ ├── _hoeffding_adaptive_tree.py │ ├── _hoeffding_tree.py │ ├── _knn.py │ ├── _leveraging_bagging.py │ ├── _majority_class.py │ ├── _naive_bayes.py │ ├── _no_change.py │ ├── _online_adwin_bagging.py │ ├── _online_bagging.py │ ├── _online_smooth_boost.py │ ├── _oza_boost.py │ ├── _passive_aggressive_classifier.py │ ├── _samknn.py │ ├── _sgbt.py │ ├── _sgd_classifier.py │ ├── _shrubs_classifier.py │ ├── _shrubs_ensemble.py │ ├── _srp.py │ └── _weightedknn.py │ ├── clusterers │ ├── __init__.py │ ├── _clustream.py │ ├── _clustream_with_kmeans.py │ ├── _clustree.py │ └── _denstream_with_dbscan.py │ ├── datasets │ ├── __init__.py │ ├── _datasets.py │ ├── _downloader.py │ ├── _source_list.py │ └── _utils.py │ ├── drift │ ├── __init__.py │ ├── base_detector.py │ ├── detectors │ │ ├── __init__.py │ │ ├── abcd.py │ │ ├── abcd_components │ │ │ ├── __init__.py │ │ │ ├── feature_extraction.py │ │ │ ├── std.py │ │ │ └── windowing.py │ │ ├── adwin.py │ │ ├── cusum.py │ │ ├── ddm.py │ │ ├── ewma_chart.py │ │ ├── geometric_ma.py │ │ ├── hddm_a.py │ │ ├── hddm_w.py │ │ ├── optwin.py │ │ ├── page_hinkley.py │ │ ├── rddm.py │ │ ├── seed.py │ │ ├── stepd.py │ │ └── studd.py │ └── eval_detector.py │ ├── env.py │ ├── evaluation │ ├── __init__.py │ ├── _progress_bar.py │ ├── evaluation.py │ ├── results.py │ └── visualization.py │ ├── instance.py │ ├── jar │ ├── Home.class │ └── home.java │ ├── misc.py │ ├── ocl │ ├── __init__.py │ ├── base.py │ ├── datasets.py │ ├── evaluation.py │ ├── strategy │ │ ├── __init__.py │ │ ├── _experience_replay.py │ │ ├── _gdumb.py │ │ ├── _ncm.py │ │ └── _slda.py │ └── util │ │ ├── _coreset.py │ │ └── data.py │ ├── prediction_interval │ ├── __init__.py │ ├── _adaptive_prediction_interval.py │ └── _mean_and_standard_deviation_estimation.py │ ├── regressor │ ├── __init__.py │ ├── _adaptive_random_forest.py │ ├── _arffimtdd.py │ ├── _fading_target_mean.py │ ├── _fimtdd.py │ ├── _knn.py │ ├── _no_change.py │ ├── _orto.py │ ├── _passive_aggressive_regressor.py │ ├── _sgbr.py │ ├── _sgd_regressor.py │ ├── _shrubs_regressor.py │ ├── _soknl.py │ ├── _soknl_base_tree.py │ └── _target_mean.py │ ├── splitcriteria.py │ ├── ssl │ ├── __init__.py │ ├── _osnn.py │ └── _sleade.py │ ├── stream │ ├── __init__.py │ ├── _stream.py │ ├── drift.py │ ├── generator.py │ ├── preprocessing │ │ ├── __init__.py │ │ ├── pipeline.py │ │ └── transformer.py │ └── torch.py │ └── type_alias.py ├── tasks.py └── tests ├── conftest.py ├── ocl ├── test_datasets.py └── test_strategy.py ├── test_anomaly_detectors.py ├── test_classifiers.py ├── test_datasets.py ├── test_evaluation.py ├── test_import.py ├── test_misc.py ├── test_moajar.py ├── test_pi.py ├── test_progress_bar.py ├── test_regressors.py ├── test_ssl_classifiers.py └── test_stream.py /.dockerignore: -------------------------------------------------------------------------------- 1 | * 2 | !notebooks/*.ipynb 3 | -------------------------------------------------------------------------------- /.github/workflows/pr.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/adaptive-machine-learning/CapyMOA/HEAD/.github/workflows/pr.yml -------------------------------------------------------------------------------- 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