davidgonmar

attention-is-all-you-need

Implementation of the 'Attention is all you need' paper in PyTorch

boltzmann-machines

c-experiments

Chess-Challenge

Chess Engine developed for the Chess Coding Challenge by Sebastian Lague

image_classification_pytorch

Implementing and training from scratch popular image classification models in PyTorch

llama-discord-bot

Chat with Llama models on Discord! Supports inference both on the cloud, using replicate.com and locally, with llama.cpp.

openai_instant_assistant

Generate an OpenAI assistant with Retrieval Augmented Generation on your directories!

pequegrad

Tensors with automatic differentiation for Python. Pequegrad is a toy deep learning library that runs on the CPU and GPU

sat-ts

A DPLL-based SAT solver written in TypeScript, powered by Bun.

csrf-csrf

A utility package to help implement stateless CSRF protection using the Double Submit Cookie Pattern in express.

davidgonmar/pequegrad

Tensors with automatic differentiation for Python. Pequegrad is a toy deep learning library that runs on the CPU and GPU

davidgonmar/attention-is-all-you-need

Implementation of the 'Attention is all you need' paper in PyTorch

davidgonmar/boltzmann-machines

davidgonmar/c-experiments

davidgonmar/image_classification_pytorch

Implementing and training from scratch popular image classification models in PyTorch

davidgonmar/c-monkeylang

davidgonmar/classic-ml-scratch

Implementing some Machine Learning (not Deep Learning) algorithms from scratch.

davidgonmar/clustering-from-scratch

Implementation of several clustering algorithms from scratch for educational purposes

davidgonmar/cuda-things

random cuda code/experiments

davidgonmar/distilling-knowledge-of-nn

Implementation of some parts of 'Distilling the Knowledge in a Neural Network'

davidgonmar/fast-rope

davidgonmar/http_server_c

davidgonmar/micro-bert

davidgonmar/mini-lora

'LoRA: Low-Rank Adaptation of Large Language Models' from scratch in PyTorch

davidgonmar/mini_malloc

Simple memory allocator in c. Works on Linux and Windows.

davidgonmar/my-makemore

Implementing simple character level language models

davidgonmar/nand2tetris

davidgonmar/nextjs-deploy-plesk

Simple guide/template to deploy a Next.js app on a Plesk server.

davidgonmar/online-softmax-torch

Triton and CUDA implementations of the online softmax algorithm, with PyTorch bindings!

davidgonmar/optimal-brain-damage

Implementation of the Optimal Brain Damage paper in PyTorch (using second order Taylor series to prune neural networks)

davidgonmar/programming-massively-parallel-processors

Code for the Programming Massively Parallel Processors book (third edition)

davidgonmar/pytorch-unet

UNet implementation in pytorch

davidgonmar/rnn-numpy

Implementation of a vanilla RNN in pure numpy

davidgonmar/simple-autoencoders-torch

davidgonmar/tddn

Implementation of a TDNN in PyTorch

davidgonmar/tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

davidgonmar/torch-compiler-experiments

torch-compile-experiments

davidgonmar/toy-std

A toy implementation of a subset of the C++ standard library (until I get bored).

davidgonmar/transformers

transformer things from scratch!

davidgonmar/Triton-Puzzles-Solutions

My solutions