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100DaysOfMLCode

This repository contains my codes for the challenge 100DaysOfMLCode given by Siraj Raval.

Day 1 - Linear Regression on House Price Prediction

Day 2 - Computer Hardware Performance Prediction

Day 3,4,5,6 - Deep Q Learning

Day 7,8,9 - Collaoarative Filtering from scratch in Pytorch and Fastai library.

Day-10 - Implementaion of Logistic Regression using Scikit-learn library.

Day-11,12 - Gaussian Mixture models and Expectation Maximization algo from scratch.

Day-13-14-15 - RNN in Pytorch for predicting next word of sentence.