Machine-learning-basics

Coding basic machine learning algorithms from scratch, like cross-validation, linear regression, nearest neighbors.

In the linear regression calculations, in order to find the coefficients, I make use of scipy.optimize.minimize

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
Cross Validation		Cross Validation
Nearest neighbor		Nearest neighbor
One hot encoding		One hot encoding
Encode categorical features.ipynb		Encode categorical features.ipynb
Hyperparameter Tuning using Keras wrapper.ipynb		Hyperparameter Tuning using Keras wrapper.ipynb
README.md		README.md

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