Python for .NET is a package that gives Python programmers nearly seamless integration with the .NET Common Language Runtime (CLR) and provides a powerful application scripting tool for .NET develo…

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

EvalPlus for rigourous evaluation of LLM-synthesized code

Deep Learning Examples

Benchmarks for generative chemistry

PyTorch iOS examples

Grid Generation

Random walk to calculate the tortuosity tensor of images

PyTorch implmentation of LocoGAN: https://arxiv.org/abs/2002.07897

A PyTorch Platform for Distributed RL

PyTorch implementations of Generative Adversarial Networks.

The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Hands-on material for the SC19 tutorial, Deep Learning at Scale

Keras implementation of neural style transfer applied to elastic subsurface models

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

Reference implementations of training benchmarks

Distributed learning with mpi4py

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"