supertree
github.com/mljar/supertree- Category
- Developer Tools
- Rank
- No. 955Tools index
- Pricing
- Open Source
- Platform
- web
- Type
- TOOL
- GitHub
- 687 stars
- Latest release
- v1.1.0
- Date
About
A Python library that renders interactive decision tree visualizations inside Jupyter, JupyterLab, and Colab notebooks, supporting scikit-learn, XGBoost, LightGBM, and ONNX tree models. Unlike static matplotlib plotting, it lets users zoom, pan, collapse nodes, and trace individual sample paths through the tree at any depth.
What it can do
Render interactive decision tree visualization in notebooks
Decision tree model (scikit-learn, XGBoost, LightGBM, or ONNX) → Interactive tree visualization
Trace individual sample paths through the tree
Sample data → Highlighted path through tree
Why it made the leaderboard
Lets you inspect and explain a trained decision tree inside the notebook instead of exporting static plots, useful for debugging splits and presenting models to non-technical stakeholders.
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