ML Playground

This repository contains a collection of notebooks and scripts that I'm using to learn and experiment with machine learning.

My TODO list:

• Implement a NN from scratch in Numpy
• Do backpropagation by hand for a simple NN
• Try PyTorch
• Try Keras
• Try TensorFlow
• Try JAX
• Try Scikit-learn
• Classify MNIST digits
• Classify CIFAR-10 images
• Classify ImageNet images
• Sentiment analysis on IMDB reviews
• Try CNN
• Try RNN
• Try GAN
• Try KAN
• Try LSTM
• Try Reinforcement Learning
• Try Transformers
• Train a GPT model
• Train a multi-modal model