Skip to content

Commit

Permalink
add some cases in the test module
Browse files Browse the repository at this point in the history
  • Loading branch information
xuhongzuo committed Jun 5, 2023
1 parent 3f20b8f commit b1712e4
Show file tree
Hide file tree
Showing 14 changed files with 260 additions and 627 deletions.
5 changes: 3 additions & 2 deletions README.rst
Original file line number Diff line number Diff line change
Expand Up @@ -21,7 +21,7 @@ Python Deep Outlier/Anomaly Detection (DeepOD)
**DeepOD** is an open-source python framework for deep learning-based anomaly detection on multivariate/time-series data. DeepOD provides unified implementation of different detection models based on PyTorch.


DeepOD includes twelve deep outlier detection / anomaly detection algorithms (in unsupervised/weakly-supervised paradigm) for now. More baseline algorithms will be included later.
DeepOD includes 13 deep outlier detection / anomaly detection algorithms (in unsupervised/weakly-supervised paradigm) for now. More baseline algorithms will be included later.


🔭 *We are working on a new feature -- by simply setting a few parameters, different deep anomaly detection models can not only handle different data types.*
Expand Down Expand Up @@ -69,8 +69,9 @@ Supported Models
NeuTraL, ICML, 2021, unsupervised, Neural Transformation Learning for Deep Anomaly Detection Beyond Images
ICL, ICLR, 2022, unsupervised, Anomaly Detection for Tabular Data with Internal Contrastive Learning
DIF, TKDE, 2023, unsupervised, Deep Isolation Forest for Anomaly Detection
SLAD, ICML, 2023, unsupervised, Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning
DevNet, KDD, 2019, weakly-supervised, Deep Anomaly Detection with Deviation Networks
PReNet, ArXiv, 2020, weakly-supervised, Deep Weakly-supervised Anomaly Detection
PReNet, KDD, 2023, weakly-supervised, Deep Weakly-supervised Anomaly Detection
Deep SAD, ICLR, 2020, weakly-supervised, Deep Semi-Supervised Anomaly Detection
FeaWAD, TNNLS, 2021, weakly-supervised, Feature Encoding with AutoEncoders for Weakly-supervised Anomaly Detection

Expand Down
357 changes: 0 additions & 357 deletions deepod/core/base_crossformer_network.py

This file was deleted.

Loading

0 comments on commit b1712e4

Please sign in to comment.