adorabilis

deep-learning

A deep-dive on the entire history of deep-learning

adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer, cosine learning rate scheduler and "Cyclical Learning Rates for Training Neural Networks" https://arxiv.org/abs/1506.01186 for PyTorch framework

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

glance

A self-hosted dashboard that puts all your feeds in one place

interactive-computational-graph

See how backpropagation and chain rule work in neural networks

gradient_descent_viz

interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI

pycon2024

Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024

Heat

An LLM agnostic desktop and mobile client.

ProgrammingVTuberLogos

High-quality PNGs for logos I made for fun

three_body

✨ rudimentary simulation of the three-body problem

gpt-prompt-engineer

transformer-debugger

Fooocus

Focus on prompting and generating

automatic

SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models

collisions

Hash collisions and exploitations

professional-programming

A collection of learning resources for curious software engineers

streaming-llm

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

MultiModalMamba

A novel implementation of fusing ViT with Mamba into a fast, agile, and high performance Multi-Modal Model. Powered by Zeta, the simplest AI framework ever.

rust-clippy

A bunch of lints to catch common mistakes and improve your Rust code. Book: https://doc.rust-lang.org/clippy/

FastUI

Build better UIs faster.

magic-animate

[CVPR 2024] MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model

consulting-handbook

A guide for technical professionals looking to start consulting

Pow

Delightful SwiftUI effects for your app

scale

Color scale generator

pkgx

the last thing you’ll install

interactive-transformer

A visual interface for understanding and interpreting Transformers

rapidpages

Generate React and Tailwind components using AI

ludwig

Low-code framework for building custom LLMs, neural networks, and other AI models

Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

annotated_research_papers

This repo contains annotated research papers that I found really good and useful