{"repo":"andrewm4894/anomstack","free":true,"listed":false,"github":"https://github.com/andrewm4894/anomstack","clone":"git clone https://github.com/andrewm4894/anomstack.git","description":"Anomstack - Painless open source anomaly detection for your metrics 📈📉🚀","language":"Python","stars":114,"topics":["anomaly-detection","metrics"],"license":"MIT","category":"analytics","readme_excerpt":"Anomstack Painless open source anomaly detection for your metrics! 📈📉🚀 Check out this Data Engineering Podcast where we discussed Anomstack and anomaly detection in general. Note: If you are already using Airflow then also checkout the airflow-provider-anomaly-detection package. App screenshots (live demo): Homepage: Metric batch view: Anomaly list view: Contents - What is Anomstack? - How it works - Why? - Features - Architecture - Examples - Project structure - Quickstart - GitHub Codespaces - Dagster Cloud - Fly.io Deployment - Docker - Replit - Local Python env - Adding your metrics - Dashboard - Concepts - Alerts - LLM Agent Alerts - Contributing Supported sources and databases for your metrics to live in and be queried from: Python BigQuery Snowflake ClickHouse DuckDB SQLite MotherDuck Turso Redshift ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ 🚧 Supported storage for your trained models: Local GCS S3 Azure Blob ✅ ✅ ✅ 🚧 Supported ways to receive alerts: Email Slack ✅ ✅ Supported ways to run this project: Python Env Docker Fly.io Dagster Cloud GitHub Codespaces Replit ✅ ✅ 🆕 ✅ ✅ ✅ What is Anomstack? back to top Anomstack is a lightweight (README buzzword bingo alert!) data app built on top of dagster (for compute + orchestration) and FastHTML + MonsterUI (for dashboard) that lets you easily get great anomaly detection (using pyod for the ML stuff) for your metrics (whatever data platform you use) with as little pain as physically possible. It's similar in scope and goal to this Airflow Anomaly ","default_branch":null,"files":null,"tree":[],"storefront":"/r/andrewm4894","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/andrewm4894/anomstack/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}