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Installation

From PyPI

pip install mlflow-widgets

uv add mlflow-widgets

With MLflow included

If you don't already have MLflow installed:

pip install mlflow-widgets[mlflow]

uv add mlflow-widgets[mlflow]

From GitHub (latest)

Install the latest development version directly from the repository:

pip install git+https://github.com/daviddwlee84/mlflow-widgets.git

uv add git+https://github.com/daviddwlee84/mlflow-widgets.git
# or
uv pip install git+https://github.com/daviddwlee84/mlflow-widgets.git

Requirements

  • Python >= 3.10
  • Dependencies: anywidget >= 0.9.2, traitlets
  • Optional: mlflow >= 2.0 (for data fetching; falls back to REST API via urllib if not installed)

Extras

Extra Packages Use case
mlflow mlflow>=2.0, python-socks[asyncio] Full MLflow client support
demo marimo>=0.10.0, mlflow>=2.0 Running example notebooks
dev pytest, ruff, twine, taskipy Development and testing
docs mkdocs-material, mkdocstrings[python] Building documentation