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GeezerVison is showing catboost.ai — CatBoost

CatBoost

CatBoost is a machine learning algorithm that uses gradient boosting on decision trees. It is available as an open source library.

  • Training

    • Training
    • Training on GPU
    • Python train function
    • Cross-validation
    • Overfitting detector
    • Pre-trained data
    • Categorical features
    • Text features
    • Embeddings features

  • Applying models

    • Regular prediction
    • С and C++
    • Java
    • Node.js
    • Rust
    • Calculate metrics
    • Staged prediction
    • Applying the model in ClickHouse

  • Model analysis

    • Feature importances
    • Object importances

  • Metrics

    • Implemented metrics
    • User-defined metrics

  • Recovery

    • Recovery

  • Visualization tools

    • Jupyter Notebook
    • TensorBoard

  • Exporting models

    • CoreML
    • Python or C++
    • JSON
    • ONNX
    • PMML

  • Educational materials

    • Tutorials
    • Reference papers
    • Videos
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