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🎓 Path to a free self-taught education in Computer Science!
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Papers from the computer science community to read and discuss.
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.
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
The definitive Web UI for local AI, with powerful features and easy setup.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous …
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Must-read papers on graph neural networks (GNN)
Train transformer language models with reinforcement learning.
Python Implementation of Reinforcement Learning: An Introduction
A very simple framework for state-of-the-art Natural Language Processing (NLP)
Python package built to ease deep learning on graph, on top of existing DL frameworks.
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. Tensor…
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
arXiv LaTeX Cleaner: Easily clean the LaTeX code of your paper to submit to arXiv
A course in reinforcement learning in the wild
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites