EMinsight

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

arrayfire-binary-python-wrapper

A python thin wrapper for ArrayFire library

ComfyUI

The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

CUDALibrarySamples

CUDA Library Samples

cuml

cuML - RAPIDS Machine Learning Library

cuspatial

CUDA-accelerated GIS and spatiotemporal algorithms

dealii

The development repository for the deal.II finite element library.

dedalus

A flexible framework for solving PDEs with modern spectral methods.

devsim

TCAD Semiconductor Device Simulator

fealpy

Finite Element Analysis Library in Python

FMM3D

Flatiron Institute Fast Multipole Libraries --- This codebase is a set of libraries to compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precision, in three dimensions, on a multi-core shared-memory machine.

ginkgo

Numerical linear algebra software package

gloo

Collective communications library with various primitives for multi-machine training.

GSLIB

Mirror of gslib - Gather/Scatter library for nearest neighbor data exchange. Please use the official repository, https://github.com/gslib/gslib, to create issues and pull requests.

keras

Deep Learning for humans

mfem

Lightweight, general, scalable C++ library for finite element methods

mkl-dnn

Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)

MoM_Basics.jl

A Julia package for meshes and basis functions of Method of Moments (MoM) and Multi-level Fast Multipole Algorithm (MLFMA).

MoM_Kernels.jl

A Julia package for kernel functions of Method of Moments (MoM) and Multi-level Fast Multipole Algorithm (MLFMA).

oneAPI-samples

Samples for Intel® oneAPI Toolkits

oneMKL

oneAPI Math Kernel Library (oneMKL) Interfaces

PyTMM

Transfer Matrix Method implemetation & RefractiveIndex.info database browser

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

torch-harmonics

Differentiable spherical harmonic transforms and spherical convolutions in PyTorch

TorchLitho

The lithography simulator

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

trl

Train transformer language models with reinforcement learning.

unified-runtime