karpathy/ng-video-lecture

Video+code lecture on building nanoGPT from scratch

Neural Networks: Zero to Hero

Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use https://github.com/pageman/Sutskever-Agent | Polyglot / Multi-Backed version at https://github.com/pageman/sutskever-30-beyond-numpy

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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

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

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

DL course co-developed by YSDA, HSE and Skoltech

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠