MachineLearning

Implementing popular Machine Learning Algorithms and Methods from scratch.

PCA, GMM, Decision Tree Learner, Multinomial Logistic Regression.

Name		Name	Last commit message	Last commit date
Latest commit History 13 Commits
DecisionTree_Learner .ipynb		DecisionTree_Learner .ipynb
Gaussian Mixture Models (E-M algo)		Gaussian Mixture Models (E-M algo)
Multinomial_Logistic_Regression .ipynb		Multinomial_Logistic_Regression .ipynb
Multinomial_Logistic_Regression.py		Multinomial_Logistic_Regression.py
PCA (1).pdf		PCA (1).pdf
PCA.ipynb		PCA.ipynb
README.md		README.md
_implementing Expectation-Maximization algorithm on a 2D Gaussian mixture model.pdf		_implementing Expectation-Maximization algorithm on a 2D Gaussian mixture model.pdf

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