Assignments for the Machine Learning (COL774) course taught by Prof. Parag Singla.

Each folder contains the problem statement, Python code and final report (which has graphs etc.)

1. • Linear Regression
   • Locally Weighted Linear Regression
   • Logistic Regression
   • Gaussian Discriminant Analysis
2. • Naive Bayes
   • SVM (using Pegasos and libsvm)
3. • Decision Trees
   • Neural Networks

4. • K Means

   • PCA + SVM

   • Neural Network in PyTorch

   • CNN in PyTorch / Keras

   • Kaggle Competition!