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The Repository contains Machine Learning Algortihms Implemented by me in MATLAB and PYTHON
Alogrithm used are :
Decision Trees and Random Forest Classifier
Naive Bayes Classifier
Gaussian Naive Bayes Calssifier
Mixture Of Gaussians using EM Algorithm
Neural Network
Singular Value Decomposition
Principal Component Analysis
Fitting the data to a 1D Gaussian
Fitting the data to a 2D Gaussian
K Nearest Neighbours
Linear Regression
Logistic Regression
K-Mean Clustering
Value-Iteration-Method
Dynamic Time Warping
Error Function and Regularisation
About
Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means