outlier-detection topic

List outlier-detection repositories

ee-outliers

204
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34
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Open-source framework to detect outliers in Elasticsearch events

pyodds

247
Stars
39
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An End-to-end Outlier Detection System

PyNomaly

302
Stars
36
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Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

pysad

222
Stars
20
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Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

ADBench

793
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126
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Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

tsmoothie

707
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95
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A python library for time-series smoothing and outlier detection in a vectorized way.

fastdup

1.4k
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74
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fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data oper...

luminaire

756
Stars
58
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Luminaire is a python package that provides ML driven solutions for monitoring time series data.

OpenOOD

777
Stars
91
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Benchmarking Generalized Out-of-Distribution Detection