Repository Issue Activity (beta)

#736 evaluate_print and the time-series tests do not catch a non-discriminating detector

#726 ROD: the rotation reference direction is unstable on symmetric data, because RobustScaler pushes the geometric median to the origin

#387 CNN-based AutoEncoder for Image Outlier Detection

#221 knn metric cosine ValueError: Unrecognized metric 'cosine'

#715 pyod info detects Claude Code from a directory that pyod install skill creates

#728 benchmark_rank has no in-repo source: KB generator and raw benchmark tables are stranded on feature/kb-redesign-v3.6

#523 ROD models: RuntimeWarning: invalid value encountered in divide

#713 CBLOF accepts n_jobs but never uses it

#141 generate_data: no variance in the outlier variance for some values of the random_seed

#655 ECOD and COPOD are the same algorithm. COPOD should be deprecated in favour of ECOD

#714 DevNet: no class docstring, and five constructor parameters (including random_seed) are never used

#269 add test for model save, load, and clone

#710 test_resolve_st_instance_no_download fails on sentence-transformers 5.6.0

#641 Problems about deepsvdd

#606 DeepSVDD loss backward is commented

#709 Add Deep SAD (semi-supervised deep anomaly detection, ICLR 2020)

#697 Security: persistence.load unpickles artifacts before envelope validation

#693 [Feature] TextOD: LLM-embedding-based text anomaly detector

#540 False positive warning when manipulating pandas dataframes

#496 ValueError: decay is deprecated in the new Keras optimizer, pleasecheck the docstring for valid arguments, or use the legacy optimizer, e.g., tf.keras.optimizers.legacy.SGD.

#469 Results from LODA are not reproducible

#686 [bug] ADEngine.investigate is non-deterministic on identical input; no random_state API

#685 [bug] ABOD / KNN / LUNAR / SOD raise TypeError on any kwarg sklearn's NearestNeighbors doesn't accept (e.g. random_state)

#502 Scaler error due to mutable default argument in LUNAR

#640 Possible import error in suod.py