A Compiler Writing Journey

A curated list of awesome C frameworks, libraries and software.

The Multilayer Perceptron Language Model

The n-gram Language Model

The Autograd Engine

😎 Awesome photogrammetry projects

总结等效焦距以及相机内参中fx的计算

The basic distribution probability Tutorial for Deep Learning Researchers

a GPT in pure Python

A c/c++ implementation of micrograd: a tiny autograd engine with neural net on top.

by Mohammad Jafari - Student of Physics , University of Mohaghegh Ardabili

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" https://lorenabarba.com/

GANs, AEs, and VAEs for generating synthetic images

A simple pytorch implementation of Langevin Monte Carlo algorithms.

Annealed Importance Sampling

PyTorch implementation of Bidirectional Monte Carlo, Annealed Importance Sampling, and Hamiltonian Monte Carlo.

This repository contains implementations of some basic sampling methods in numpy.

a tiny multidimensional array implementation in C similar to numpy, but only one file.

Official implementation of the paper "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

Machine learning, in numpy

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

Tensor parallelism is all you need. Run LLMs on an AI cluster at home using any device. Distribute the workload, divide RAM usage, and increase inference speed.

3D Visualization of an GPT-style LLM

LLM-powered lossless compression tool

An implementation of the transformer architecture onto an Nvidia CUDA kernel

A multilayer perceptron (for simple image classification), accelerated with CUDA

Implementation of Multi Layer Perceptron in C

A minimal GPU design in Verilog to learn how GPUs work from the ground up

Labs for the EE292D Edge ML class at Stanford

A repository for research on medium sized language models.