HydrogenSulfate

tensorflow

An Open Source Machine Learning Framework for Everyone

numpy

The fundamental package for scientific computing with Python.

asciinema

Terminal session recorder 📹

hydra

Hydra is a framework for elegantly configuring complex applications

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

autograd

Efficiently computes derivatives of numpy code.

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

Time-Series-Library

A Library for Advanced Deep Time Series Models.

nvitop

An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.

alphageometry

markdownlint

Markdown lint tool

deepmd-kit

A deep learning package for many-body potential energy representation and molecular dynamics

robin-map

C++ implementation of a fast hash map and hash set using robin hood hashing

vscode-markdownlint

Markdown linting and style checking for Visual Studio Code

python-colorlog

A colored formatter for the python logging module

catalog

:trophy: :books: A list of awesome MkDocs projects and plugins.

opt_einsum

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Neural-PDE-Solver

assignment1-2018

Assignment 1: automatic differentiation

S3IM-Neural-Fields

[ICCV 2023] Pytorch implementation of "S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields".

Chemformer

torchquad

Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX

Spline_PINN

PaConvert

Code Convert to PaddlePaddle Toolkit

relative_balancing

Equivariant-Net

DAS

DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations

r3_sampling_icml2023

Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling" (accepted at ICML 2023)