pycaret

by pycaret · Machine Learning

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

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Machine LearningAI ApplicationPythonTypeScript
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About this project

PyCaret — open-source self-hosted ML platform The engine, the control plane, and the UI — all in one box. Vision · Architecture · Roadmap · Spec · Agent guide ## ⚠ 4.0 is work in progress — you're on main (the 4.0 line) PyCaret 4.0 is a ground-up architectural revamp. The 3.x line is frozen on PyPI as pycaret 3.4.0 — no further commits. Track progress in docs/revamp/STATUS.md and docs/revamp/ROADMAP.md. What you get A self-hosted ML platform you can run on your laptop in 5 minutes: — Engine — sklearn-1.7-based AutoML library (pycaret on PyPI). — Control plane — FastAPI backend with workspaces, projects, experiments, runs, model registry, deployments, approvals,…

Technologies

TypeScriptPythonMDXJupyter NotebookCSSclassificationautomlanomaly-detection

Project health

Recently updated
Last updatelast month
Contributors120
Latest release3.3.2
Open issues & PRs33
LicenseOther
On GitHubsince 2019

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