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A guidance language for controlling large language models.
Google Research
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Examples and guides for using the OpenAI API
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.
Jupyter Interactive Notebook
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 AI systems.
Probabilistic reasoning and statistical analysis in TensorFlow
21 Lessons, Get Started Building with Generative AI
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 music generation LM with textual and melodic conditioning.
The fastai deep learning library
Flax is a neural network library for JAX that is designed for flexibility.
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Vision Transformer in JAX.
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
A latent text-to-image diffusion model
High-Resolution Image Synthesis with Latent Diffusion Models
The fastai book, published as Jupyter Notebooks
The 3rd edition of course.fast.ai
Repo for the Deep Learning Nanodegree Foundations program.
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
10 Weeks, 20 Lessons, Data Science for All!
Learn how to design, develop, deploy and iterate on production-grade ML applications.