PyOD¶
Provides implementations of over 30 outlier/anomaly detection algorithms, all with a common interface.
Website |
N/A |
---|---|
Repository |
|
Byline |
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection) |
License |
BSD |
Project age |
4 years 6 months |
Backers |
Personal Project (Creator and maintainer) |
Lastest News (2022-04-23) |
v1.0.0 Add KDE detector; Disable the bias term in DeepSVDD; Fix a set of issues of autoencoders; Add sampling based detector. more |
Size score (1 to 10, higher is better) |
2.25 |
Trend score (1 to 10, higher is better) |
7.5 |
Education Resources¶
URL |
Resource Type |
Description |
---|---|---|
Documentation |
Official project documentation. |
|
Paper |
Paper in Journal of Machine Learning Reseach describing PyOD |
Git Commit Statistics¶
Statistics computed using Git data through March 31, 2022.
Statistic |
Lifetime |
Last 12 Months |
---|---|---|
Commits |
2,432 |
366 |
Lines committed |
356,369 |
37,722 |
Unique committers |
40 |
16 |
Core committers |
7 |
8 |
