v1.0.4

v<1.0.4>, <07/29/2022> -- General improvement of code quality and test coverage.
v<1.0.4>, <07/29/2022> -- Add LUNAR (#413).
v<1.0.4>, <07/29/2022> -- Add LUNAR (#415).

v1.0.3

v<1.0.3>, <06/27/2022> -- Change default generation to new behaviors (#409).
v<1.0.3>, <07/04/2022> -- Add AnoGAN (#412).

v1.0.2

v<1.0.2>, <06/21/2022> -- Add GMM detector (#402).
v<1.0.2>, <06/23/2022> -- Add ADBench Benchmark.

v1.0.1

v<1.0.1>, <04/27/2022> -- Add INNE (#396).
v<1.0.1>, <05/13/2022> -- Urgent fix for iForest (#406).

Urgent fix for

File "lib/python3.10/site-packages/pyod/models/iforest.py", line 13, in
from sklearn.utils.fixes import _joblib_parallel_args
ImportError: cannot import name '_joblib_parallel_args' from 'sklearn.utils.fixes' (/lib/python3.10/site-packages/sklearn/utils/fixes.py)

v1.0.0

v<1.0.0>, <04/04/2022> -- Add KDE detector (#382).
v<1.0.0>, <04/06/2022> -- Disable the bias term in DeepSVDD (#385).
v<1.0.0>, <04/21/2022> -- Fix a set of issues of autoencoders (#313, #390, #391).
v<1.0.0>, <04/23/2022> -- Add sampling based detector (#384).

V0.9.9

v<0.9.9>, <03/20/2022> -- Renovate documentation.
v<0.9.9>, <03/23/2022> -- Add example for COPOD interpretability.
v<0.9.9>, <03/23/2022> -- Add outlier detection by Cook’s distances.
v<0.9.9>, <04/04/2022> -- Various community fix.

V0.9.8

v<0.9.8>, <02/23/2022> -- Add Feature Importance for iForest.
v<0.9.8>, <03/05/2022> -- Update ECOD (TKDE 2022).

See the usage of feature importance of iforest in https://github.com/yzhao062/pyod/blob/master/examples/iforest_example.py
See the new ECOD detector in https://github.com/yzhao062/pyod/blob/master/examples/ecod_example.py

V0.9.7 Add ECOD

We add a new detection algorithm called ECOD. See example here: https://github.com/yzhao062/pyod/blob/master/examples/ecod_example.py

V0.9.6

Happy holiday!

v<0.9.6>, <11/05/2021> -- Minor bug fix for COPOD.
v<0.9.6>, <12/24/2021> -- Bug fix for MAD (#358).
v<0.9.6>, <12/24/2021> -- Bug fix for COPOD plotting (#337).
v<0.9.6>, <12/24/2021> -- Model persistence doc improvement.

V0.9.5

In this important update, we introduce multiple important features:

v<0.9.5>, <09/10/2021> -- Update to GitHub Action for autotest!
v<0.9.5>, <09/10/2021> -- Various documentation fix.
v<0.9.5>, <10/26/2021> -- MAD fix #318.
v<0.9.5>, <10/26/2021> -- Automatic histogram size selection for HBOS and LODA #321.
v<0.9.5>, <10/27/2021> -- Add prediction confidence #349.