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pycaret

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pycaret/pycaret

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

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Python OtherCreated Nov 23, 2019

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Maintenance: Very active (0d since push); As of today · Source: github_public_v1
Provenance: Not a fork · Organization account; As of today · Source: github_public_v1
Security (OSV): No lockfile; As of today · Source: none

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Overview

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

Capability facts

Languages: python
Source: github.language+pyproject.toml · Jul 11, 2026

Compatibility

Sourced claims from the README excerpt - not unsourced marketing copy.

Node.js runtimeNode.js

Source: README excerpt (regex_v1, Jul 11, 2026)

First build takes ~5 min (Python deps + npm install + Vite build). Subsequent starts are < 30 sec.

Source link

Python runtimePython

Source: README excerpt (regex_v1, Jul 11, 2026)

First build takes ~5 min (Python deps + npm install + Vite build). Subsequent starts are < 30 sec.

Source link

README

Quickstart — local install in 5 minutes

Prerequisites: Docker Desktop 4.27+ (or Docker Engine 25.0+ with Compose v2.24+). That's it.

git clone https://github.com/pycaret/pycaret.git
cd pycaret
docker compose up --build

First build takes ~5 min (Python deps + npm install + Vite build). Subsequent starts are < 30 sec.

Once you see pycaret-api | INFO: Application startup complete. and pycaret-web | … starting nginx, open:

http://localhost:3020

The setup screen will prompt you to create your first admin account + workspace. You're in.

Local development (without docker compose)

If you want to hack on the code with hot-reload, the docker compose setup is overkill — run the services directly:


---

# Install everything (engine + control plane + UI deps)
uv sync --all-packages --all-extras
cd apps/web && npm install && cd ..

---

## License

PyCaret 4.0 is dual-licensed:
- The **engine** (`packages/engine/`) — **MIT** (free for any use, including commercial).
- The **control plane** (`services/api/`, `apps/web/`, `infra/`) — **BUSL-1.1** with a 4-year change date to Apache-2.0. Production-self-host is fine for any organisation under the [Additional Use Grant](LICENSE); managed-SaaS-of-PyCaret-itself is the restricted case.

See [LICENSE](LICENSE) for the legal text, [LICENSE.engine.txt](LICENSE.engine.txt) for the engine MIT terms.