Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
🧑🏫 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, ... 🧠
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Presentation Slides for Developers
Chris Titus Tech's Windows Utility - Install Programs, Tweaks, Fixes, and Updates
A collection of design patterns/idioms in Python
Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.
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Master programming by recreating your favorite technologies from scratch.
💫 Industrial-strength Natural Language Processing (NLP) in Python