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ageron/handson-ml

ageron / handson-ml

Dev Agents & ProgramsJupyter NotebookApache-2.0
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DEPRECATED - See https://github.com/ageron/handson-ml3 or handson-mlp instead.

25.6kstars
12.7kforks
145open issues
2026-05-19last pushed
Apache-2.0license

What it is, and how people use it

DEPRECATED - See https://github.com/ageron/handson-ml3 or handson-mlp instead. It sits on the Dev Agents & Programs shelf of the catalog, maintained by @ageron.

✓Drop-in for Claude Code, Codex CLI and Cursor - install and it just runs.
✓Read the SKILL.md / README first; most setups are one command from the docs.
✓Teams use it to standardise how agents behave across every repo in the org.
deep-learningdeprecateddistributedjupyter-notebookmachine-learning

Why builders keep it installedDev Agents & Programs benefits

Day-one leverage

These CLIs and dashboards solve one job well and install with a single command. Value shows up in the first hour, not after a config weekend.

Composes with your agent

Most of them ship an MCP server, skill or hooks - so the same tool you use manually becomes an action your agent can call safely.

Built under real workloads

Star counts here track repos people actually run daily: the issue history shows bug classes fixed under production pressure, not demo-week polish.

Free and open source

Every tool on this page ships under an open license and can be self-hosted. Your usage data and your configs stay yours.

Contributorsloading from GitHub…

AGagerodev1678AGagerodev2610AGagerodev3542AGagerodev4474AGagerodev5407AGagerodev6339AGagerodev7271AGagerodev8203

Languagesestimated from snapshot

  • Jupyter Notebook 84.9%
  • Shell 11.3%
  • JavaScript 3.8%

Community pulsesnapshot ratios, normalized

starsforksissues ×3watchers