rob-med/awesome-TS-anomaly-detection resource

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

3161 stars · 463 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of software tools, libraries, and datasets for anomaly detection on time-series data. It catalogs maintained and unmaintained projects across languages like Python, Java, Julia, and C++ with license and maintenance status.

Use cases

• find libraries for time series anomaly detection
• discover datasets for outlier detection research
• compare anomaly detection tools before choosing one
• find change point detection packages
• locate maintained time-series monitoring software
• research anomaly detection methods for streaming data

When to choose

• you need an overview of the anomaly detection ecosystem
• you want datasets or benchmarks for time-series outlier research
• you are evaluating tools and want maintenance/license info upfront

When to avoid

• you need a ready-to-run detection tool rather than a catalog
• you need guaranteed long-term upkeep, as it is a community-maintained list without a license

Facets

learning-resource · maturity active

machine-learning analytics data-science time-series machine-learning data-science awesome-lists cross-platform anomaly-detection outlier-detection time-series curated-list datasets data-mining

Member repositories

For agents

markdown · JSON · MCP: product_card(name="rob-med/awesome-TS-anomaly-detection")