outlier Open-Source Projects

pyod

7 7,962 7.5 Python

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

Project mention: A Comprehensive Guide for Building Rag-Based LLM Applications | news.ycombinator.com | 2023-09-13

This is a feature in many commercial products already, as well as open source libraries like PyOD. https://github.com/yzhao062/pyod

Improving-Mean-Absolute-Error-against-CCE

3 30 0.0 Shell

Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

outliers related posts

Multivariate Outlier Detection in Python

1 project | /r/datascience | 5 Feb 2023
Pyod – A Comprehensive and Scalable Python Library for Outlier Detection

1 project | news.ycombinator.com | 10 Aug 2022
[D] Unsupervised Outlier Detection - Advise Requested

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PyOD: ~50 anomaly detection algorithms in one framework.

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