Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

An opinionated list of awesome Python frameworks, libraries, software and resources.

Robust Speech Recognition via Large-Scale Weak Supervision

"The mother of all demo apps" — Exemplary fullstack Medium.com clone powered by React, Angular, Node, Django, and many more

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

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

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

Tesseract Open Source OCR Engine (main repository)

A high-throughput and memory-efficient inference and serving engine for LLMs

Deep Learning for humans

A natural language interface for computers

</> htmx - high power tools for HTML

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

LLM101n: Let's build a Storyteller

OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched

LLM training in simple, raw C/CUDA

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

The fastai book, published as Jupyter Notebooks

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

Tool for visualizing GitHub profiles

Roadmap to becoming an ASP.NET Core developer in 2025

Neural Networks: Zero to Hero

Inference Llama 2 in one file of pure C