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ageprogression

alae

[CVPR2020] Adversarial Latent Autoencoders

allegro

Allegro is an open-source code for building highly scalable and accurate equivariant deep learning interatomic potentials

allen-cahn-cuda

Allen Cahn CUDA (Phase-Field Simulation of Dendritic Solidification)

atomistic-adversarial-attacks

Code for performing adversarial attacks on atomistic systems using NN potentials

bcs

Standalone Bayesian Compressive Sensing Solver

cahn-hilliard-cuda

Cahn Hilliard CUDA (Phase-Field Simulation of Spinodal Decomposition)

casmcode

First-principles statistical mechanical software for the study of multi-component crystalline solids

deep-symbolic-optimization

Source code for deep symbolic optimization.

deepks-kit

a package for developing machine learning-based chemically accurate energy and density functional models

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deis

DEIS: Fast Sampling of Diffusion Models with Exponential Integrator

e3d_lstm

deep learning; video understanding; unsupervised learning

flare

An open-source Python package for creating fast and accurate interatomic potentials.

fortpy

Python Emacs Intellisense and Unit Testing Support for Fortran

guided-diffusion

ice_denoiser

ice phase classification made easy

lem

Official code for Long Expressive Memory (ICLR 2022, Spotlight)

mace

MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.

mmsr

Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.

n2v

This is the implementation of Noise2Void training.

ppn2v

Code Implementation for the publication "Fully Unsupervised Probabilistic Noise2Void"

predrnn-pp

Code release for "PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning" (ICML 2018)

rcan

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

san

Second-order Attention Network for Single Image Super-resolution (CVPR-2019)

sindyautoencoders

srgan

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

stable-diffusion

A latent text-to-image diffusion model

stargan

StarGAN - Official PyTorch Implementation

stargan-v2

StarGAN v2 - Official PyTorch Implementation