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15 search results found

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

Enzyme ⭐ 1,142

High-performance automatic differentiation of LLVM and MLIR.

Neurodiffeq ⭐ 576

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

Pdebench ⭐ 522

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Tool-box for efficient build and debug in Python. Especially for Scientific Computing and Computer Vision.

Mobulaop ⭐ 162

A Simple & Flexible Cross Framework Operators Toolkit

Xitorch ⭐ 108

Differentiable scientific computing library

Stat Mech Van ⭐ 69

Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.

Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.

Tomosipo ⭐ 54

A library for painless 3D tomographic reconstruction

Astrophot ⭐ 53

A fast, flexible, automated, and differentiable astronomical image 2D forward modelling tool for precise parallel multi-wavelength photometry

Convolutionalneuraloperator ⭐ 52

This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs

Benzina is an image-loader package that greatly accelerates image loading onto GPUs using their built-in hardware codecs.

Pytorch Gpu Data Science Project ⭐ 17

Template repository for a Python 3-based (data) science project with GPU acceleration using the PyTorch ecosystem.

Duke Nlp Ws 2020 ⭐ 12

Duke Natural Language Processing Winter School 2020

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