Build resilient language agents as graphs.

A ChatGPT web client that supports multiple users, multiple languages, and multiple database connections for persistent data storage. Provides Docker images and quick deployment scripts.

A ChatGPT UI server based on the Django framework.

Graph Network Simulator

This repository contains implementations and illustrative code to accompany DeepMind publications

LLM-based ontological extraction tools, including SPIRES

Materials for the Hugging Face Diffusion Models Course

A collection of resources and papers on Diffusion Models

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL…

Playing Pokemon Red with Reinforcement Learning

Running segment-anything image embedding, prompting, and mask generation as torchserve services

serve GroundingDINO with torchserve

Creating a diffusion model from scratch in PyTorch to learn exactly how they work.

ritvikmath

Pytorch Geometric Tutorials

Build Graph Nets in Tensorflow

A Comparative Framework for Multimodal Recommender Systems

Using z3 to predict `Math.random` in v8

pix2tex: Using a ViT to convert images of equations into LaTeX code.

A curated list of automated machine learning papers, articles, tutorials, slides and projects

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

✏️ Web-based image segmentation tool for object detection, localization, and keypoints

A tutorial series by Preferred.AI

Time series forecasting with PyTorch

Convert segmentation RGB mask images to COCO JSON format

Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.