Machine Learning

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.)

Assignments

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!