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The Top 23 Outliers Open Source Projects

Open source projects categorized as Outliers
Categories > Outliers
Pyod ⭐ 7,751
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 60total releases 90most recent commit 4 months agopypi pyod} Downloads
Anomaly Detection Resources ⭐ 7,616
Anomaly detection related books, papers, videos, and toolboxes
most recent commit 5 months ago
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36most recent commit 3 months agopypi alibi-detect} Downloads
Elki ⭐ 746
ELKI Data Mining Toolkit
dependent packages 7total releases 3most recent commit 7 months ago
Rrcf ⭐ 450
🌲 Implementation of the Robust Random Cut Forest algorithm for anomaly detection on streams
most recent commit 8 months ago
Correlation ⭐ 390
🔗 Methods for Correlation Analysis
dependent packages 11total releases 15most recent commit 7 months ago
Pynomaly ⭐ 295
Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].
dependent packages 2total releases 21most recent commit 7 months agopypi PyNomaly} Downloads
Pca ⭐ 236
pca: A Python Package for Principal Component Analysis.
dependent packages 5total releases 53most recent commit 8 months agopypi pca} Downloads
Ee Outliers ⭐ 204
Open-source framework to detect outliers in Elasticsearch events
most recent commit a year ago
Pysad ⭐ 200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
dependent packages 1total releases 3most recent commit 7 months agopypi pysad} Downloads
Adaptive Alerting ⭐ 200
Anomaly detection for streaming time series, featuring automated model selection.
most recent commit 2 months ago
Wotan ⭐ 104
Automagically remove trends from time-series data
dependent packages 9total releases 18most recent commit 2 years agopypi wotan} Downloads
Rtl ⭐ 64
RANSAC Template Library
most recent commit 7 years ago
Radiator ⭐ 53
RADseq Data Exploration, Manipulation and Visualization using R
most recent commit a year ago
Outlier Utils ⭐ 50
Utility library for detecting and removing outliers from normally distributed datasets using the Smirnov-Grubbs test.
dependent packages 6total releases 3most recent commit 8 months agopypi outlier_utils} Downloads
Image Mosaicing ⭐ 34
Image Mosaicing or Panorama Creation
most recent commit 2 years ago
Stare ⭐ 31
Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping
most recent commit a year ago
Nets ⭐ 22
NETS:Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing
most recent commit 4 years ago
Genie ⭐ 21
Genie: A Fast and Robust Hierarchical Clustering Algorithm (this R package has now been superseded by genieclust)
most recent commit 2 years ago
Improving Mean Absolute Error Against Cce ⭐ 21
Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters
most recent commit 3 years ago
Lookout ⭐ 19
Beyond Outlier Detection: LookOut for Pictorial Explanation
most recent commit 5 years ago
Solitude ⭐ 19
An implementation of Isolation forest
dependent packages 2total releases 8most recent commit 3 years ago
Fitheavytail ⭐ 16
Mean and Covariance Matrix Estimation under Heavy Tails
most recent commit a year ago
The 10 Most Depended On Outliers Open Source Projects
Pyod ⭐ 7,751
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 60total releases 90latest release November 18, 2023most recent commit 4 months agopypi pyod} Downloads
Correlation ⭐ 390
:link: Methods for Correlation Analysis
dependent packages 11total releases 15latest release April 06, 2023most recent commit 7 months ago
Wotan ⭐ 104
Automagically remove trends from time-series data
dependent packages 9total releases 18latest release September 24, 2021most recent commit 2 years agopypi wotan} Downloads
Elki ⭐ 746
ELKI Data Mining Toolkit
dependent packages 7total releases 3latest release February 15, 2019most recent commit 7 months ago
Outlier Utils ⭐ 50
Utility library for detecting and removing outliers from normally distributed datasets using the Smirnov-Grubbs test.
dependent packages 6total releases 3latest release April 24, 2016most recent commit 8 months agopypi outlier_utils} Downloads
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36latest release July 07, 2023most recent commit 3 months agopypi alibi-detect} Downloads
Pca ⭐ 236
pca: A Python Package for Principal Component Analysis.
dependent packages 5total releases 53latest release August 25, 2023most recent commit 8 months agopypi pca} Downloads
Solitude ⭐ 19
An implementation of Isolation forest
dependent packages 2total releases 8latest release July 29, 2021most recent commit 3 years ago
Pysad ⭐ 200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
dependent packages 1total releases 3latest release October 06, 2023most recent commit 7 months agopypi pysad} Downloads
The 10 Latest Releases In Outliers Open Source Projects
Pyod ⭐ 7,751
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 60total releases 90latest release November 18, 2023most recent commit 4 months agopypi pyod} Downloads
Pysad ⭐ 200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
dependent packages 1total releases 3latest release October 06, 2023most recent commit 7 months agopypi pysad} Downloads
Pca ⭐ 236
pca: A Python Package for Principal Component Analysis.
dependent packages 5total releases 53latest release August 25, 2023most recent commit 8 months agopypi pca} Downloads
Alibi Detect ⭐ 2,010
Algorithms for outlier, adversarial and drift detection
dependent packages 5total releases 36latest release July 07, 2023most recent commit 3 months agopypi alibi-detect} Downloads
Outforest ⭐ 11
Outlier detection based on random forest models
total releases 6latest release May 21, 2023most recent commit a year ago
Correlation ⭐ 390
:link: Methods for Correlation Analysis
dependent packages 11total releases 15latest release April 06, 2023most recent commit 7 months ago
Dobin ⭐ 16
Dimension reduction for outlier detection
dependent packages 1total releases 4latest release May 18, 2022most recent commit 2 years ago
Wotan ⭐ 104
Automagically remove trends from time-series data
dependent packages 9total releases 18latest release September 24, 2021most recent commit 2 years agopypi wotan} Downloads
Solitude ⭐ 19
An implementation of Isolation forest
dependent packages 2total releases 8latest release July 29, 2021most recent commit 3 years ago
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