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https://github.com/serengil/chefboost
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
https://github.com/serengil/chefboost
adaboost c45-trees cart categorical-features data-mining data-science decision-trees gbdt gbm gbrt gradient-boosting gradient-boosting-machine gradient-boosting-machines id3 kaggle machine-learning python random-forest regression-tree
Last synced: about 2 months ago
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A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
- Host: GitHub
- URL: https://github.com/serengil/chefboost
- Owner: serengil
- License: mit
- Created: 2019-03-06T12:26:27.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2024-07-19T15:58:51.000Z (2 months ago)
- Last Synced: 2024-07-20T11:38:00.179Z (2 months ago)
- Topics: adaboost, c45-trees, cart, categorical-features, data-mining, data-science, decision-trees, gbdt, gbm, gbrt, gradient-boosting, gradient-boosting-machine, gradient-boosting-machines, id3, kaggle, machine-learning, python, random-forest, regression-tree
- Language: Python
- Homepage: https://www.youtube.com/watch?v=Z93qE5eb6eg&list=PLsS_1RYmYQQHp_xZObt76dpacY543GrJD&index=3
- Size: 1.06 MB
- Stars: 449
- Watchers: 18
- Forks: 102
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE