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awesome-random-forest

Random Forest - a curated list of resources regarding random forest
https://github.com/kjw0612/awesome-random-forest

Last synced: 3 days ago
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Contributing
- ![Join the chat at https://gitter.im/kjw0612/awesome-random-forest - random-forest?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
- randomforest
- ![Join the chat at https://gitter.im/kjw0612/awesome-random-forest - random-forest?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge)
- randomforest
Codes
- Hothorn et al.'s party package with `cforest` function
Theory
- Books
  - A Probabilistic Theory of Pattern Recognition (Chapter 20, 21)
- Papers
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - [Paper - learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html)]
  - [Paper
  - Paper
  - [Paper
  - [Paper
  - [Paper - project.org/web/packages/randomUniformForest/index.html)]
  - [Paper - learn.org/stable/modules/generated/sklearn.ensemble.ExtraTreesClassifier.html)]
  - [Paper
Applications
- Low-Level vision
  - [Paper
- Facial expression recognition
  - [Paper
- Interpretability, regularization, compression pruning and feature selection
  - [Paper
  - [Paper
  - [Paper
  - [Paper - project.org/web/packages/nodeHarvest/index.html)] [[Code Python](https://github.com/mbillingr/NodeHarvest)]
  - [Paper
  - [Paper
  - [Paper
  - [Paper
  - Jiwon Kim
  - [Paper
  - [Paper - project.org/web/packages/nodeHarvest/index.html)] [[Code Python](https://github.com/mbillingr/NodeHarvest)]
Thesis
- Papers
  - [Repository

Programming Languages