/deep-forest

An on going implementation of the gcForest algorithm

Primary LanguagePython

WIP

deep-forest

Introduction

Inspired by https://arxiv.org/abs/1702.08835 and https://github.com/STO-OTZ/my_gcForest/

This paper introduces gcForest as an alternative to Deep Learning techniques. Here's an initial implementation of what I concluded the gcForest algorithm is.

To do

  1. Scikit-learn wrapper

Running the example

  1. Create virtual environment: python3.x -m venv env && source env/bin/activate
  2. Install dependencies: pip install -r requirements.txt
  3. Run Jupyter: jupyter-notebook
  4. Open the deep-forest-example notebook