HongyeZhou

HongyeZhou's Stars

• LuChengTHU/dpm-solver

  Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

  Language:Python1.5k118

• wrt2000/Conditional-Diffusion-RS

  Based on SR3 and DDIM

  Language:Python11

• novwaul/SR3

  Super Resolution with Diffusion Probabilistic Model

  Language:Python321

• lucidrains/metnet3-pytorch

  Implementation of MetNet-3, SOTA neural weather model out of Google Deepmind, in Pytorch

  Language:Python19224

• chenzomi12/AISystem

  AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

  Language:Jupyter Notebook9.5k1.4k

• openai/guided-diffusion

  Language:Python5.9k781

• IceClear/LDM-SRtuning

  Train latent diffusion for real-world super-resolution.

  Language:Python573

• IceClear/StableSR

  [IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution

  Language:Python2k121

• diff-usion/Awesome-Diffusion-Models

  A collection of resources and papers on Diffusion Models

  Language:HTML10.4k906

• ecmwf/notebook-examples

  Example notebooks showing how to work with ECMWF services and data

  Language:Jupyter Notebook18267

• lmadaus/pyWRFDART

  A collection of Python scripts for running WRF with the DART data assimilation system

  Language:Python289

• MeteoAI/awesome-atmos

  A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning

  21176

• enino84/AMLCS

  ⌨️ Nino-Ruiz, E.D., & Consuegra Ortega (2023) AMLCS-DA: A data assimilation package in Python for Atmospheric General Circulation Models. SoftwareX, Elsevier, 1– 10. Available from: https://doi.org/10.1016/j.softx.2023.101374

  Language:Fortran21

• dmklee/image2icosahedral

  Image to Icosahedral Projection for SO(3) Object Reasoning from Single-View Images

  Language:Python3

• google-deepmind/graph_nets

  Build Graph Nets in Tensorflow

  Language:Python5.3k783

• sahrk/DGGRID

  A command-line application that generates and manipulates icosahedral discrete global grids.

  Language:C++7724

• pedrospeixoto/iModel

  Icosahedral grid tools for geophysical fluid dynamics modelling

  Language:MATLAB108

• KarypisLab/METIS

  METIS - Serial Graph Partitioning and Fill-reducing Matrix Ordering

  Language:C602124

• sungyongs/dpgn

  Differentiable Physics-informed Graph Networks

  Language:Python5311

• Koopman-Laboratory/KoopmanLab

  A library for Koopman Neural Operator with Pytorch.

  Language:Python20312

• NVlabs/FourCastNet

  Initial public release of code, data, and model weights for FourCastNet

  Language:Python484122

• MAZiqing/FEDformer

  Language:Python601116

• NVlabs/AFNO-transformer

  Adaptive FNO transformer - official Pytorch implementation

  Language:Python20121

• lonestar686/AdaptiveFourierNeuralOperator

  237

• openclimatefix/skillful_nowcasting

  Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954

  Language:Python20257

• tyui592/awesome-precipitation-nowcasting

  A list of Precipitation Nowcasting papers and related resources.

  10816

• alasdairtran/fourierflow

  [ICLR 2023] Factorized Fourier Neural Operators

  Language:Python13316

• pangeo-data/WeatherBench

  A benchmark dataset for data-driven weather forecasting

  Language:Jupyter Notebook679166

• qiaofengsheng/pytorch-UNet

  pytorch搭建自己的unet网络，训练自己的数据集。

  Language:Python23725

• ZichaoLong/PDE-Net

  PDE-Net: Learning PDEs from Data

  302105