anomaly-detection-resources
UGFraud
| anomaly-detection-resources | UGFraud | |
|---|---|---|
| 98 | 7 | |
| 7,887 | 123 | |
| - | 1.6% | |
| 4.6 | 1.8 | |
| 13 days ago | about 2 years ago | |
| Python | Python | |
| GNU Affero General Public License v3.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
anomaly-detection-resources
- anomaly-detection-resources: NEW Extended Research - star count:7507.0
- anomaly-detection-resources: NEW Extended Research - star count:7323.0
- anomaly-detection-resources: NEW Extended Research - star count:7109.0
-
Time-based splitting performing significantly worse than random splitting
https://github.com/yzhao062/anomaly-detection-resources https://search.brave.com/search?q=imbalanced+dataset+machine+learning+github&source=desktop
UGFraud
What are some alternatives?
anomalib - An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
ADBench - Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
pygod - A Python Library for Graph Outlier Detection (Anomaly Detection)
DGFraud - A Deep Graph-based Toolbox for Fraud Detection
loglizer - A machine learning toolkit for log-based anomaly detection [ISSRE'16]
SentryPeerHQ - Fraud Detection for VoIP. Use SentryPeer® HQ to help prevent VoIP cyberattacks and fraudulent VoIP phone calls (toll fraud) at https://sentrypeer.com
pycaret - An open-source, low-code machine learning library in Python
pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
stable-baselines - A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
sktime - A unified framework for machine learning with time series