Samuel Yen-Chi Chen's starred repositories
awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
openplayground
An LLM playground you can run on your laptop
alive-progress
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
matmulfreellm
Implementation for MatMul-free LM.
Category_Theory_Machine_Learning
List of papers studying machine learning through the lens of category theory
calysto_scheme
A Scheme kernel for Jupyter that can use Python libraries
LatexJekyll
A latex document style website
conference-website-template
Simple HTML/CSS website template for an academic/tech conference
effective_dimension
The power of quantum neural networks
markdown-pages.js
markdown-pages.js - simple Markdown-based static sites, without the generator
nngeometry-examples
Example code for the NNGeometry PyTorch library