- Linear Regression
- Gradient descent for Logistic regression
- NaiveBayes
- Nearest Neighbors for OCR
- Conditional probability estimation
- Perceptron_Feature_extraction_Cross_Validation
- Non-linear Classifier
- boosted decision trees
- random forests
- neural networks
-
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machine learning algorithms realization
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