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Projects in Awesome Lists tagged with tree-model

A curated list of projects in awesome lists tagged with tree-model .

https://github.com/ing-bank/probatus

SHAP-based validation for linear and tree-based models. Applied to binary, multiclass and regression problems.

binary-classifiers data-analysis data-science feature-elimination machine-learning multi-class-classification recursive-feature-elimination regressors shap statistics tree-model

Last synced: 07 Apr 2025

https://github.com/adrianskierniewski/eloquent-tree

Eloquent Tree is a tree model for Laravel Eloquent ORM.

composer laravel laravel-package php tree-model

Last synced: 23 Jul 2025

https://github.com/alanmarazzi/trees-forest

Reference for "Don't get lost in a forest" post: a guide to tree based modeling in R

analytics how-to machine-learning r random-forest rstats titanic-kaggle tree-model tutorial

Last synced: 20 Mar 2025

https://github.com/vyjayanthipolapragada/fraud_detection_creditcard

Detecting the fraudulent credit card transactions by training Decision Tree model using Scikit-learn and SnapML

classification-model data-preprocessing decision-tree-classifier kaggle-dataset machine-learning numpy pandas python scikit-learn snapml time tree-model

Last synced: 30 Dec 2025

https://github.com/riversun/spark-ml-feature-importance-helper

With Spark, you can associate column names and scores with which feature are important in Decision Tree training results

decision-tree machine-learning spark-ml tree-model

Last synced: 27 Mar 2025

https://github.com/pekiiipy/credit-card-fraud-detection

🔍 Detect credit card fraud efficiently using advanced machine learning techniques, achieving high accuracy rates on a large dataset of transactions.

adasyn anomaly-detection class-imbalance credit-card-fraud data-visualization fraud fraud-detection frauddetection kaggle keras logistic-regression plotly-python postgresql random-forest scikit-learn tensorflow tree-model xgboost

Last synced: 05 Oct 2025