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
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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