├── .circleci └── config.yml ├── .coveragerc ├── .gitattributes ├── .gitignore ├── .readthedocs.yaml ├── CHANGES.txt ├── LICENSE ├── MANIFEST.in ├── README.rst ├── README_template.rst ├── _build_readme.py ├── appveyor.yml ├── azure-pipelines.yml ├── deploy.sh ├── docs ├── Makefile ├── _templates │ └── class.rst ├── api.rst ├── badges.rst ├── citing.rst ├── conf.py ├── contributing.rst ├── examples.rst ├── faq.rst ├── features.rst ├── inclusion_criteria.rst ├── index.rst ├── infinity.png ├── installation.rst ├── license.rst ├── logo.png ├── make.bat ├── quick_links.rst ├── references.rst ├── refs.bib └── versioning.rst ├── examples ├── data │ ├── README.md │ └── arrhythmia.mat ├── example_ensemble.py ├── example_probability_calibration.py ├── example_pyod_integration.py ├── example_statistics.py ├── example_usage.py ├── example_usage_inqmad.py └── example_usage_short.py ├── lint.sh ├── pyproject.toml ├── pysad ├── __init__.py ├── core │ ├── __init__.py │ ├── base_metric.py │ ├── base_model.py │ ├── base_postprocessor.py │ ├── base_statistic.py │ ├── base_streamer.py │ └── base_transformer.py ├── evaluation │ ├── __init__.py │ ├── metrics.py │ └── windowed_metric.py ├── models │ ├── __init__.py │ ├── exact_storm.py │ ├── half_space_trees.py │ ├── iforest_asd.py │ ├── inqmad.py │ ├── integrations │ │ ├── __init__.py │ │ ├── one_fit_model.py │ │ ├── pyod_model.py │ │ └── reference_window_model.py │ ├── kitnet.py │ ├── kitnet_model │ │ ├── KitNET.py │ │ ├── __init__.py │ │ ├── corClust.py │ │ ├── dA.py │ │ └── utils.py │ ├── knn_cad.py │ ├── loda.py │ ├── loop.py │ ├── median_absolute_deviation.py │ ├── null_model.py │ ├── perfect_model.py │ ├── random_model.py │ ├── relative_entropy.py │ ├── robust_random_cut_forest.py │ ├── rs_hash.py │ ├── standard_absolute_deviation.py │ └── xstream.py ├── statistics │ ├── __init__.py │ ├── abs_statistic.py │ ├── average_meter.py │ ├── count_meter.py │ ├── max_meter.py │ ├── median_meter.py │ ├── min_meter.py │ ├── running_statistic.py │ ├── sum_meter.py │ ├── sum_squares_meter.py │ └── variance_meter.py ├── transform │ ├── __init__.py │ ├── ensemble │ │ ├── __init__.py │ │ └── ensemblers.py │ ├── postprocessing │ │ ├── __init__.py │ │ ├── postprocessors.py │ │ └── running_postprocessors.py │ ├── preprocessing │ │ ├── __init__.py │ │ ├── identity_scaler.py │ │ ├── instance_standard_scaler.py │ │ └── instance_unit_norm_scaler.py │ ├── probability_calibration │ │ ├── __init__.py │ │ ├── conformal_prediction.py │ │ └── gaussian_tail.py │ └── projection │ │ ├── __init__.py │ │ ├── random_projector.py │ │ └── streamhash_projector.py ├── utils │ ├── __init__.py │ ├── array_streamer.py │ ├── data.py │ ├── pandas_streamer.py │ └── window.py └── version.py ├── requirements-ci.txt ├── requirements-dev.txt ├── requirements.txt ├── setup.cfg ├── setup.py └── tests ├── __init__.py ├── evaluation ├── __init__.py ├── test_metrics.py └── test_windowed_metrics.py ├── models ├── __init__.py ├── conftest.py ├── test_models.py ├── test_perfect_model.py ├── test_pyod_integrations.py └── test_standard_absolute_deviation.py ├── stats ├── __init__.py └── test_statistics.py ├── test_core_base_classes.py ├── test_data.py ├── test_pandas_streamer.py ├── test_utils.py ├── transform ├── __init__.py ├── calibration │ ├── __init__.py │ └── test_calibrators.py ├── ensemble │ ├── __init__.py │ └── test_ensemblers.py ├── postprocessing │ ├── __init__.py │ └── test_postprocessors.py ├── preprocessing │ ├── __init__.py │ ├── test_identity_scaler.py │ ├── test_instance_standard_scaler.py │ └── test_instance_unit_norm_scaler.py └── projection │ ├── __init__.py │ ├── conftest.py │ ├── test_sklearn_projectors.py │ └── test_streamhash_projector.py └── utils ├── __init__.py ├── test_data.py └── test_pandas_streamer.py /.circleci/config.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/.circleci/config.yml -------------------------------------------------------------------------------- /.coveragerc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/.coveragerc -------------------------------------------------------------------------------- /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/.gitignore -------------------------------------------------------------------------------- /.readthedocs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/.readthedocs.yaml -------------------------------------------------------------------------------- /CHANGES.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/CHANGES.txt -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /README.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/README.rst -------------------------------------------------------------------------------- /README_template.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/README_template.rst -------------------------------------------------------------------------------- /_build_readme.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/_build_readme.py -------------------------------------------------------------------------------- /appveyor.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/appveyor.yml -------------------------------------------------------------------------------- /azure-pipelines.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/azure-pipelines.yml -------------------------------------------------------------------------------- /deploy.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/deploy.sh -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/_templates/class.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/_templates/class.rst -------------------------------------------------------------------------------- /docs/api.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/api.rst -------------------------------------------------------------------------------- /docs/badges.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/badges.rst -------------------------------------------------------------------------------- /docs/citing.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/citing.rst -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/contributing.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/contributing.rst -------------------------------------------------------------------------------- /docs/examples.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/examples.rst -------------------------------------------------------------------------------- /docs/faq.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/faq.rst -------------------------------------------------------------------------------- /docs/features.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/features.rst -------------------------------------------------------------------------------- /docs/inclusion_criteria.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/inclusion_criteria.rst -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/infinity.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/infinity.png -------------------------------------------------------------------------------- /docs/installation.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/installation.rst -------------------------------------------------------------------------------- /docs/license.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/license.rst -------------------------------------------------------------------------------- /docs/logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/logo.png -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/quick_links.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/quick_links.rst -------------------------------------------------------------------------------- /docs/references.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/references.rst -------------------------------------------------------------------------------- /docs/refs.bib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/refs.bib -------------------------------------------------------------------------------- /docs/versioning.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/docs/versioning.rst -------------------------------------------------------------------------------- /examples/data/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/examples/data/README.md -------------------------------------------------------------------------------- /examples/data/arrhythmia.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/examples/data/arrhythmia.mat -------------------------------------------------------------------------------- /examples/example_ensemble.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/examples/example_ensemble.py -------------------------------------------------------------------------------- /examples/example_probability_calibration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/examples/example_probability_calibration.py -------------------------------------------------------------------------------- /examples/example_pyod_integration.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/examples/example_pyod_integration.py -------------------------------------------------------------------------------- /examples/example_statistics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/examples/example_statistics.py -------------------------------------------------------------------------------- /examples/example_usage.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/examples/example_usage.py -------------------------------------------------------------------------------- /examples/example_usage_inqmad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/examples/example_usage_inqmad.py -------------------------------------------------------------------------------- /examples/example_usage_short.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/examples/example_usage_short.py -------------------------------------------------------------------------------- /lint.sh: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env bash 2 | flake8 . -------------------------------------------------------------------------------- /pyproject.toml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pyproject.toml -------------------------------------------------------------------------------- /pysad/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/__init__.py -------------------------------------------------------------------------------- /pysad/core/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/core/__init__.py -------------------------------------------------------------------------------- /pysad/core/base_metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/core/base_metric.py -------------------------------------------------------------------------------- /pysad/core/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/core/base_model.py -------------------------------------------------------------------------------- /pysad/core/base_postprocessor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/core/base_postprocessor.py -------------------------------------------------------------------------------- /pysad/core/base_statistic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/core/base_statistic.py -------------------------------------------------------------------------------- /pysad/core/base_streamer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/core/base_streamer.py -------------------------------------------------------------------------------- /pysad/core/base_transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/core/base_transformer.py -------------------------------------------------------------------------------- /pysad/evaluation/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/evaluation/__init__.py -------------------------------------------------------------------------------- /pysad/evaluation/metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/evaluation/metrics.py -------------------------------------------------------------------------------- /pysad/evaluation/windowed_metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/evaluation/windowed_metric.py -------------------------------------------------------------------------------- /pysad/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/__init__.py -------------------------------------------------------------------------------- /pysad/models/exact_storm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/exact_storm.py -------------------------------------------------------------------------------- /pysad/models/half_space_trees.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/half_space_trees.py -------------------------------------------------------------------------------- /pysad/models/iforest_asd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/iforest_asd.py -------------------------------------------------------------------------------- /pysad/models/inqmad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/inqmad.py -------------------------------------------------------------------------------- /pysad/models/integrations/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/integrations/__init__.py -------------------------------------------------------------------------------- /pysad/models/integrations/one_fit_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/integrations/one_fit_model.py -------------------------------------------------------------------------------- /pysad/models/integrations/pyod_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/integrations/pyod_model.py -------------------------------------------------------------------------------- /pysad/models/integrations/reference_window_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/integrations/reference_window_model.py -------------------------------------------------------------------------------- /pysad/models/kitnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/kitnet.py -------------------------------------------------------------------------------- /pysad/models/kitnet_model/KitNET.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/kitnet_model/KitNET.py -------------------------------------------------------------------------------- /pysad/models/kitnet_model/__init__.py: -------------------------------------------------------------------------------- 1 | __all__ = [] -------------------------------------------------------------------------------- /pysad/models/kitnet_model/corClust.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/kitnet_model/corClust.py -------------------------------------------------------------------------------- /pysad/models/kitnet_model/dA.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/kitnet_model/dA.py -------------------------------------------------------------------------------- /pysad/models/kitnet_model/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/kitnet_model/utils.py -------------------------------------------------------------------------------- /pysad/models/knn_cad.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/knn_cad.py -------------------------------------------------------------------------------- /pysad/models/loda.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/loda.py -------------------------------------------------------------------------------- /pysad/models/loop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/loop.py -------------------------------------------------------------------------------- /pysad/models/median_absolute_deviation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/median_absolute_deviation.py -------------------------------------------------------------------------------- /pysad/models/null_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/null_model.py -------------------------------------------------------------------------------- /pysad/models/perfect_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/perfect_model.py -------------------------------------------------------------------------------- /pysad/models/random_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/random_model.py -------------------------------------------------------------------------------- /pysad/models/relative_entropy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/relative_entropy.py -------------------------------------------------------------------------------- /pysad/models/robust_random_cut_forest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/robust_random_cut_forest.py -------------------------------------------------------------------------------- /pysad/models/rs_hash.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/rs_hash.py -------------------------------------------------------------------------------- /pysad/models/standard_absolute_deviation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/standard_absolute_deviation.py -------------------------------------------------------------------------------- /pysad/models/xstream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/models/xstream.py -------------------------------------------------------------------------------- /pysad/statistics/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/__init__.py -------------------------------------------------------------------------------- /pysad/statistics/abs_statistic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/abs_statistic.py -------------------------------------------------------------------------------- /pysad/statistics/average_meter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/average_meter.py -------------------------------------------------------------------------------- /pysad/statistics/count_meter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/count_meter.py -------------------------------------------------------------------------------- /pysad/statistics/max_meter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/max_meter.py -------------------------------------------------------------------------------- /pysad/statistics/median_meter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/median_meter.py -------------------------------------------------------------------------------- /pysad/statistics/min_meter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/min_meter.py -------------------------------------------------------------------------------- /pysad/statistics/running_statistic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/running_statistic.py -------------------------------------------------------------------------------- /pysad/statistics/sum_meter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/sum_meter.py -------------------------------------------------------------------------------- /pysad/statistics/sum_squares_meter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/sum_squares_meter.py -------------------------------------------------------------------------------- /pysad/statistics/variance_meter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/statistics/variance_meter.py -------------------------------------------------------------------------------- /pysad/transform/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/__init__.py -------------------------------------------------------------------------------- /pysad/transform/ensemble/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/ensemble/__init__.py -------------------------------------------------------------------------------- /pysad/transform/ensemble/ensemblers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/ensemble/ensemblers.py -------------------------------------------------------------------------------- /pysad/transform/postprocessing/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/postprocessing/__init__.py -------------------------------------------------------------------------------- /pysad/transform/postprocessing/postprocessors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/postprocessing/postprocessors.py -------------------------------------------------------------------------------- /pysad/transform/postprocessing/running_postprocessors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/postprocessing/running_postprocessors.py -------------------------------------------------------------------------------- /pysad/transform/preprocessing/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/preprocessing/__init__.py -------------------------------------------------------------------------------- /pysad/transform/preprocessing/identity_scaler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/preprocessing/identity_scaler.py -------------------------------------------------------------------------------- /pysad/transform/preprocessing/instance_standard_scaler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/preprocessing/instance_standard_scaler.py -------------------------------------------------------------------------------- /pysad/transform/preprocessing/instance_unit_norm_scaler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/preprocessing/instance_unit_norm_scaler.py -------------------------------------------------------------------------------- /pysad/transform/probability_calibration/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/probability_calibration/__init__.py -------------------------------------------------------------------------------- /pysad/transform/probability_calibration/conformal_prediction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/probability_calibration/conformal_prediction.py -------------------------------------------------------------------------------- /pysad/transform/probability_calibration/gaussian_tail.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/probability_calibration/gaussian_tail.py -------------------------------------------------------------------------------- /pysad/transform/projection/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/projection/__init__.py -------------------------------------------------------------------------------- /pysad/transform/projection/random_projector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/projection/random_projector.py -------------------------------------------------------------------------------- /pysad/transform/projection/streamhash_projector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/transform/projection/streamhash_projector.py -------------------------------------------------------------------------------- /pysad/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/utils/__init__.py -------------------------------------------------------------------------------- /pysad/utils/array_streamer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/utils/array_streamer.py -------------------------------------------------------------------------------- /pysad/utils/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/utils/data.py -------------------------------------------------------------------------------- /pysad/utils/pandas_streamer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/utils/pandas_streamer.py -------------------------------------------------------------------------------- /pysad/utils/window.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/utils/window.py -------------------------------------------------------------------------------- /pysad/version.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/pysad/version.py -------------------------------------------------------------------------------- /requirements-ci.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/requirements-ci.txt -------------------------------------------------------------------------------- /requirements-dev.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/requirements-dev.txt -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/setup.py -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/evaluation/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/evaluation/test_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/evaluation/test_metrics.py -------------------------------------------------------------------------------- /tests/evaluation/test_windowed_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/evaluation/test_windowed_metrics.py -------------------------------------------------------------------------------- /tests/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/models/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/models/conftest.py -------------------------------------------------------------------------------- /tests/models/test_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/models/test_models.py -------------------------------------------------------------------------------- /tests/models/test_perfect_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/models/test_perfect_model.py -------------------------------------------------------------------------------- /tests/models/test_pyod_integrations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/models/test_pyod_integrations.py -------------------------------------------------------------------------------- /tests/models/test_standard_absolute_deviation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/models/test_standard_absolute_deviation.py -------------------------------------------------------------------------------- /tests/stats/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/stats/test_statistics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/stats/test_statistics.py -------------------------------------------------------------------------------- /tests/test_core_base_classes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/test_core_base_classes.py -------------------------------------------------------------------------------- /tests/test_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/test_data.py -------------------------------------------------------------------------------- /tests/test_pandas_streamer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/test_pandas_streamer.py -------------------------------------------------------------------------------- /tests/test_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/test_utils.py -------------------------------------------------------------------------------- /tests/transform/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/transform/calibration/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/transform/calibration/test_calibrators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/transform/calibration/test_calibrators.py -------------------------------------------------------------------------------- /tests/transform/ensemble/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/transform/ensemble/test_ensemblers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/transform/ensemble/test_ensemblers.py -------------------------------------------------------------------------------- /tests/transform/postprocessing/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/transform/postprocessing/test_postprocessors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/transform/postprocessing/test_postprocessors.py -------------------------------------------------------------------------------- /tests/transform/preprocessing/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/transform/preprocessing/test_identity_scaler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/transform/preprocessing/test_identity_scaler.py -------------------------------------------------------------------------------- /tests/transform/preprocessing/test_instance_standard_scaler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/transform/preprocessing/test_instance_standard_scaler.py -------------------------------------------------------------------------------- /tests/transform/preprocessing/test_instance_unit_norm_scaler.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/transform/preprocessing/test_instance_unit_norm_scaler.py -------------------------------------------------------------------------------- /tests/transform/projection/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/transform/projection/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/transform/projection/conftest.py -------------------------------------------------------------------------------- /tests/transform/projection/test_sklearn_projectors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/transform/projection/test_sklearn_projectors.py -------------------------------------------------------------------------------- /tests/transform/projection/test_streamhash_projector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/transform/projection/test_streamhash_projector.py -------------------------------------------------------------------------------- /tests/utils/__init__.py: -------------------------------------------------------------------------------- 1 | # Test modules for utility functions 2 | -------------------------------------------------------------------------------- /tests/utils/test_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/utils/test_data.py -------------------------------------------------------------------------------- /tests/utils/test_pandas_streamer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/selimfirat/pysad/HEAD/tests/utils/test_pandas_streamer.py --------------------------------------------------------------------------------