This repo is a collection of projects to learn about AI and ML
cnn implements the VGG11 CNN using pytorch and trained on the MNIST dataset with 99.99% Accuracy
digit-prediction predicts the digit in a 8x8 image.
Implemented the forwards, backwards and optimizers all manually in numpy. Repeated the experiment with pytorch.
reinforcement-learning
implements different reinforcement learning techniques and algorithms.
For example, this project implements: Q-Learning, Value Iteration, Model Based Value Iteration,
and Deep Q-Learning