kingfengji/gcForest
Python implementation of Deep Forest (gcForest), a cascade forest ensemble learning algorithm proposed as an alternative to deep neural networks.
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This repository contains the official implementation of gcForest as described in the IJCAI-2017 paper ‘Deep Forest: Towards an Alternative to Deep Neural Networks’. The implementation provides a Python library for building cascade forest structures using random forests as base learners, combining multiple layers of ensemble classifiers for feature representation learning. The code includes demo scripts for training and evaluation on custom datasets.
Frequently asked
- What is kingfengji/gcForest?
- Python implementation of Deep Forest (gcForest), a cascade forest ensemble learning algorithm proposed as an alternative to deep neural networks.
- Is gcForest open source?
- Yes — kingfengji/gcForest is an open-source project tracked on heatdrop.
- What language is gcForest written in?
- kingfengji/gcForest is primarily written in Python.
- How popular is gcForest?
- kingfengji/gcForest has 1.3k stars on GitHub.
- Where can I find gcForest?
- kingfengji/gcForest is on GitHub at https://github.com/kingfengji/gcForest.