DGFraud
pyod
| DGFraud | pyod | |
|---|---|---|
| 16 | 7 | |
| 655 | 7,962 | |
| 3.4% | - | |
| 2.6 | 7.5 | |
| about 2 years ago | 3 days ago | |
| Python | Python | |
| Apache License 2.0 | BSD 2-clause "Simplified" License |
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.
DGFraud
pyod
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A Comprehensive Guide for Building Rag-Based LLM Applications
This is a feature in many commercial products already, as well as open source libraries like PyOD. https://github.com/yzhao062/pyod
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Analyze defects and errors in the created images
PyOD
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Multivariate Outlier Detection in Python
Check out the algorithms and documentation in this toolkit. It’ll give you a list of methods to read up on to understand their mechanisms. https://github.com/yzhao062/pyod
- Pyod – A Comprehensive and Scalable Python Library for Outlier Detection
- Predictive Maintenance and Anomaly Detection Resources
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[D] Unsupervised Outlier Detection - Advise Requested
The source code and documentaion of PyOD is the best survey about OOD. Besides, the normalized flow and VQVAE are also feasible.
- PyOD: ~50 anomaly detection algorithms in one framework.
What are some alternatives?
UGFraud - An Unsupervised Graph-based Toolbox for Fraud Detection
tods - TODS: An Automated Time-series Outlier Detection System
awesome-fraud-detection-papers - A curated list of data mining papers about fraud detection.
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
SentryPeerHQ - Fraud Detection for VoIP. Use SentryPeer® HQ to help prevent VoIP cyberattacks and fraudulent VoIP phone calls (toll fraud) at https://sentrypeer.com
alibi-detect - Algorithms for outlier, adversarial and drift detection
anomaly-detection-resources - Anomaly detection related books, papers, videos, and toolboxes
pycaret - An open-source, low-code machine learning library in Python
pygod - A Python Library for Graph Outlier Detection (Anomaly Detection)
anomalib - An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
getIPIntel - IP Intelligence is a free Proxy VPN TOR and Bad IP detection tool to prevent Fraud, stolen content, and malicious users. Block proxies, VPN connections, web host IPs, TOR IPs, and compromised systems with a simple API. GeoIP lookup available.
stumpy - STUMPY is a powerful and scalable Python library for modern time series analysis