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Proftree

Profit Driven Decision Trees for Churn Prediction

Categories > Machine Learning > Decision Trees

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3 years ago

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C++

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Programming Languages > C Plus Plus

Machine Learning > Decision Trees

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A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

dependent packages 574total releases 34most recent commit 2 months ago

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Catboost ⭐ 7,564

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

dependent packages 12total releases 20most recent commit 5 months ago

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Orange3 ⭐ 4,469

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Machine Learning With Python ⭐ 2,980

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Dtreeviz ⭐ 2,720

A python library for decision tree visualization and model interpretation.

dependent packages 22total releases 41most recent commit 6 months ago

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Awesome Decision Tree Papers ⭐ 2,266

A collection of research papers on decision, classification and regression trees with implementations.

most recent commit 6 months ago

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