#anomaly-detection (22 Repositories)
Ranked open-source repositories tagged with #anomaly-detection, scored by pull request acceptance likelihood and maintainer engagement velocity.
23.8%
8.9h
22 repositories tagged #anomaly-detection
RubixML/ML
A high-level machine learning and deep learning library for the PHP language.
stumpy-dev/stumpy
STUMPY is a powerful and scalable Python library for modern time series analysis
goruck/home-generative-agent
AI agent for Home Assistant — talk to your home, create automations in plain language, analyze cameras with face recognition, and get proactive anomaly alerts. Cloud LLMs or fully local via Ollama.
open-edge-platform/anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
linkedin/isolation-forest
A distributed Spark/Scala implementation of the isolation forest and extended isolation forest algorithms for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.
unit8co/darts
A python library for user-friendly forecasting and anomaly detection on time series.
yzhao062/pyod
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
isLinXu/paper-list
autoupdate paper list
titicaca/spark-iforest
Isolation Forest on Spark
logpai/logparser
A machine learning toolkit for log parsing [ICSE'19, DSN'16]
yzhao062/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!
hastic-zzz/hastic-server
Hastic data management server for analyzing patterns and anomalies from Grafana
mims-harvard/UniTS
A unified multi-task time series model.
pycaret/pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
hoya012/awesome-anomaly-detection
A curated list of awesome anomaly detection resources
business-science/anomalize
Tidy anomaly detection
xiahaifeng1995/PaDiM-Anomaly-Detection-Localization-master
This is an unofficial implementation of the paper “PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization”.
helixmap/sigwood
Local-first, transparent threat hunting for the logs you already have: Zeek, Pi-hole, syslog, CloudTrail. Named technique behind every finding. No SIEM, no agent, no black box.
pygod-team/pygod
A Python Library for Graph Outlier Detection (Anomaly Detection)
tianyu0207/RTFM
Official code for 'Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning' [ICCV 2021]
TimyadNyda/Variational-Lstm-Autoencoder
Lstm variational auto-encoder for time series anomaly detection and features extraction
ankane/prophet-ruby
Time series forecasting for Ruby