Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Python programs, usually short, of considerable difficulty, to perfect particular skills.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

A reimplementation of the TinyStories paper for generating a stories dataset in non-English languages