Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

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

🔊 Text-Prompted Generative Audio Model

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 guidance language for controlling large language models.

llama3 implementation one matrix multiplication at a time

A multi-voice TTS system trained with an emphasis on quality

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

🤖 💬 Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)

Python toolkit for quantitative finance

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…

Understanding Deep Learning - Simon J.D. Prince

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive A…

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

Notebooks using the Hugging Face libraries 🤗

A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, B…

Machine Learning Journal for Intermediate to Advanced Topics.

Implementing the 4 agentic patterns from scratch

E2M converts various file types (doc, docx, epub, html, htm, url, pdf, ppt, pptx, mp3, m4a) into Markdown. It’s easy to install, with dedicated parsers and converters, supporting custom configs. E2…

Introduction to Computational Biology and Bioinformatics Course at Caltech, 2023

Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.

A Jupyter widget using sigma.js to render interactive networks.

Companion code for tutorials on the AssemblyAI YouTube channel

Open source, no-code, network visualization tool for graph analysis and investigation

A collection of open-source and free machine learning resources

The mammoth-dataset, a commonly used example for dimensionality reduction techniques.