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The Top 23 Anomaly Detection Open Source Projects

Open source projects categorized as Anomaly Detection
Categories > Machine Learning > Anomaly Detection
Pycaret ⭐ 8,130
An open-source, low-code machine learning library in Python
dependent packages 16total releases 95most recent commit 3 months agopypi pycaret} Downloads
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
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32most recent commit 3 months agopypi darts} Downloads
Merlion ⭐ 3,179
Merlion: A Machine Learning Framework for Time Series Intelligence
dependent packages 3total releases 18most recent commit 7 months agopypi salesforce-merlion} Downloads
Stumpy ⭐ 2,901
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 16total releases 28most recent commit 3 months agopypi stumpy} Downloads
Anomalib ⭐ 2,796
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
most recent commit 3 months ago
Awesome Ts Anomaly Detection ⭐ 2,320
List of tools & datasets for anomaly detection on time-series data.
most recent commit 2 years ago
Awesome Anomaly Detection ⭐ 2,146
A curated list of awesome anomaly detection resources
most recent commit 2 years ago
Ml ⭐ 1,947
A high-level machine learning and deep learning library for the PHP language.
dependent packages 14total releases 76most recent commit 3 months agopackagist rubix/ml} Downloads
Flow Forecast ⭐ 1,759
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
most recent commit 3 months ago
Ailia Models ⭐ 1,708
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 3 months ago
Time Series Transformers Review ⭐ 1,519
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
most recent commit 7 months ago
Loghub ⭐ 1,402
A large collection of system log datasets for AI-driven log analytics [ISSRE'23]
most recent commit 3 months ago
Logparser ⭐ 1,358
A machine learning toolkit for log parsing [ICSE'19, DSN'16]
total releases 5most recent commit 3 months ago
Sentinl ⭐ 1,331
Kibana Alert & Report App for Elasticsearch
most recent commit 6 months ago
Surpriver ⭐ 1,275
Find big moving stocks before they move using machine learning and anomaly detection
most recent commit 3 years ago
Graph Fraud Detection Papers ⭐ 1,148
A curated list of graph-based fraud, anomaly, and outlier detection papers & resources
most recent commit 4 months ago
Repo 2017 ⭐ 1,146
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
most recent commit 2 years ago
Pygod ⭐ 1,138
A Python Library for Graph Outlier Detection (Anomaly Detection)
total releases 7most recent commit 3 months ago
Egads ⭐ 1,136
A Java package to automatically detect anomalies in large scale time-series data
total releases 2most recent commit 6 months ago
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55most recent commit 21 days agopypi otx} Downloads
Aiops Handbook ⭐ 1,102
Collection of slides, repositories, papers about AIOps
most recent commit 3 months ago
The 10 Most Depended On Anomaly Detection 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
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Pycaret ⭐ 8,130
An open-source, low-code machine learning library in Python
dependent packages 16total releases 95latest release November 12, 2023most recent commit 3 months agopypi pycaret} Downloads
Stumpy ⭐ 2,901
STUMPY is a powerful and scalable Python library for modern time series analysis
dependent packages 16total releases 28latest release August 21, 2023most recent commit 3 months agopypi stumpy} Downloads
Ml ⭐ 1,947
A high-level machine learning and deep learning library for the PHP language.
dependent packages 14total releases 76latest release May 26, 2023most recent commit 3 months agopackagist rubix/ml} Downloads
Elki ⭐ 746
ELKI Data Mining Toolkit
dependent packages 7total releases 3latest release February 15, 2019most recent commit 7 months ago
Anomalize ⭐ 334
Tidy anomaly detection
dependent packages 4total releases 8latest release October 31, 2023most recent commit 4 months ago
Spectral ⭐ 423
Python module for hyperspectral image processing
dependent packages 4total releases 6latest release October 02, 2022most recent commit a year ago
The 10 Latest Releases In Anomaly Detection Open Source Projects
Ai On Browser.github.io ⭐ 14
Machine learning and data analysis package implemented in JavaScript and its online demo.
dependent packages 2total releases 47latest release November 25, 2023most recent commit 3 months agonpm @ai-on-browser/data-analysis-models} Downloads
Suod ⭐ 371
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
dependent packages 2total releases 12latest release November 19, 2023most recent commit 2 months agopypi suod} Downloads
Darts ⭐ 6,903
A python library for user-friendly forecasting and anomaly detection on time series.
dependent packages 17total releases 32latest release November 18, 2023most recent commit 3 months agopypi darts} Downloads
Tsad ⭐ 27
Package for Time Series Forecasting and Anomaly Detection Problems.
total releases 37latest release November 18, 2023most recent commit 4 months ago
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
Pycaret ⭐ 8,130
An open-source, low-code machine learning library in Python
dependent packages 16total releases 95latest release November 12, 2023most recent commit 3 months agopypi pycaret} Downloads
Orion ⭐ 962
A machine learning library for detecting anomalies in signals.
dependent packages 1total releases 39latest release November 10, 2023most recent commit 11 days agopypi orion-ml} Downloads
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit 21 days agopypi otx} Downloads
Anomalize ⭐ 334
Tidy anomaly detection
dependent packages 4total releases 8latest release October 31, 2023most recent commit 4 months ago
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