tobegit3hub / Ml_implementation
Licence: mit
Implementation of Machine Learning Algorithms
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Implementation of Machine Learning
Introduction
These are the implementation of machine learning algorithms from scratch.
- [x] Linear_regression
- [x] Logistic regression
- [x] Bayes
- [x] Navie bayes
- [x] Decision tree
- [x] C4.5 decision tree
- [x] ID3 decision tree
- [ ] Random forest
- [ ] Gradient boosting tree
- [x] Neural network
- [x] Perception
- [x] Neural network
- [x] SVM
- [x] SVM
- [ ] FM
- [ ] Random forest
- [ ] KMeans
- [ ] Condictional random field
- [ ] Others
- [ ] Sigmoid
- [ ] Standard deviation
- [ ] Normal distribution
- [ ] Auto gradient
- [x] Random walk
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