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A latent text-to-image diffusion model
18 Lessons, Get Started Building with Generative AI π https://microsoft.github.io/generative-ai-for-beginners/
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Python Data Science Handbook: full text in Jupyter Notebooks
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
π Text-Prompted Generative Audio Model
12 Weeks, 24 Lessons, AI for All!
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
10 Weeks, 20 Lessons, Data Science for All!
Free Data Engineering course!
π€ Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
The fastai book, published as Jupyter Notebooks
π‘ Simple and ready-to-use tutorials for TensorFlow
πΏ Free software that works great, and also happens to be open-source Python.
StableLM: Stability AI Language Models
A multi-voice TTS system trained with an emphasis on quality
Code for Machine Learning for Algorithmic Trading, 2nd edition.
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
Foundational Models for State-of-the-Art Speech and Text Translation
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportinβ¦
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
LAVIS - A One-stop Library for Language-Vision Intelligence
Official inference library for Mistral models
FaceChain is a deep-learning toolchain for generating your Digital-Twin.
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
Sweep: open-source AI-powered Software Developer for small features and bug fixes.