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An implementation of gradient boosting from scratch for learning purposes

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Gradient Boosting from scratch

Introduction

This is an implementation of the Gradient Boosting Machine algorithm for regression and classification that I made for learning purposes. The goal is recreating the core functionality in a simpler manner that makes the algorithm easier to understand.

Usage

The accompanying jupyter notebook shows basic usage for classification and regression.

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An implementation of gradient boosting from scratch for learning purposes

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