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The Top 23 Machine Learning Anomaly Detection Open Source Projects

Open source projects categorized as Machine Learning Anomaly Detection
Categories > Machine Learning > Anomaly Detection
Categories > Machine Learning > Machine Learning
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
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
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
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
Pygod ⭐ 1,138
A Python Library for Graph Outlier Detection (Anomaly Detection)
total releases 7most recent commit 3 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
Tods ⭐ 1,078
TODS: An Automated Time-series Outlier Detection System
most recent commit 8 months ago
Loglizer ⭐ 1,062
A log analysis toolkit for automated anomaly detection [ISSRE'16]
total releases 2most recent commit a year ago
Orion ⭐ 962
A machine learning library for detecting anomalies in signals.
dependent packages 1total releases 39most recent commit 12 days agopypi orion-ml} Downloads
Getting Things Done With Pytorch ⭐ 873
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
most recent commit 3 years ago
Datastream.io ⭐ 761
An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
most recent commit 4 years ago
Awesome Aiops ⭐ 747
AIOps学习资料汇总，欢迎一起补全这个仓库，欢迎star
most recent commit 4 years ago
Elki ⭐ 746
ELKI Data Mining Toolkit
dependent packages 7total releases 3most recent commit 7 months ago
Chaos_genius ⭐ 671
ML powered analytics engine for outlier detection and root cause analysis.
most recent commit 3 months ago
Awesome Ai For Time Series Papers ⭐ 627
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
most recent commit 7 months ago
The 10 Most Depended On Machine Learning 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
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
Merlion ⭐ 3,179
Merlion: A Machine Learning Framework for Time Series Intelligence
dependent packages 3total releases 18latest release June 28, 2022most recent commit 7 months agopypi salesforce-merlion} Downloads
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
Drain3 ⭐ 348
A robust streaming log template miner based on the Drain algorithm
dependent packages 2total releases 35latest release July 17, 2022most recent commit 6 months agopypi drain3} 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
The 10 Latest Releases In Machine Learning 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 12 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
Pysad ⭐ 200
Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)
dependent packages 1total releases 3latest release October 06, 2023most recent commit 6 months agopypi pysad} Downloads
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