Prediction of forest cover type in Python.
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Mar 27, 2022 - Python
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extra-trees
Here are 6 public repositories matching this topic...
An AI-driven hotel classification system using Extra Trees with SHAP-based explainability. Includes Streamlit frontend and FastAPI backend for deployment.
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Feb 23, 2026 - Python
A Python tool for trading signals on global markets based on machine learning
python machine-learning random-forest decision-trees gradient-boosting time-series-analysis extra-trees
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Apr 16, 2026 - Python
End-to-end machine learning pipeline for credit card fraud detection with risk scoring and investigation queue. Uses Extra Trees classifier with calibrated thresholds, explainability (permutation importance), drift monitoring, and a Streamlit dashboard. Human-in-the-loop decision support, not auto-blocking.
python data-science machine-learning scikit-learn credit-card-fraud xgboost lightgbm model-calibration class-imbalance smote fraud-detection anomaly-detection catboost explainable-ai mlops extra-trees risk-scoring imbalanced-classification streamlit-dashboard drift-monitoring
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Jul 15, 2026 - Python
🤖📖 Application that compares most known ML algorithms and generates plots and markdown files.
python json random-forest pandas seaborn xgboost lightgbm baseline matplotlib nearest-neighbors decision-tree automl catboost extra-trees seaborn-plots neaural-network mljar-supervised
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Sep 27, 2024 - Python
Fast gradient-boosted decision trees for Apple Silicon. A lightweight, sklearn-style Python API powered by MPS and Metal.
python c-plus-plus machine-learning metal random-forest gpu tabular-data gbdt learning-to-rank mps decision-tree boosted-trees gradient-boosting bagging scikit-learn-api isolation-forest tree-models extra-trees apple-silicon histogram-gbdt
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Jul 20, 2026 - Python
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