WenjunDong

WenjunDong's Stars

• hpcaitech/Open-Sora

  Open-Sora: Democratizing Efficient Video Production for All

  Language:Python23k1905242.3k

• facebookresearch/DiT

  Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

  Language:Python6.7k4483597

• google-deepmind/graphcast

  Language:Python5.6k91108684

• dk-liang/Awesome-Visual-Transformer

  Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

  3.4k10241401

• 198808xc/Pangu-Weather

  An official implementation of Pangu-Weather

  Language:Python1.1k1662207

• NVlabs/FasterViT

  [ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

  Language:Python808185062

• divelab/AIRS

  Artificial Intelligence Research for Science (AIRS)

  Language:Python550182063

• codecaution/Awesome-Mixture-of-Experts-Papers

  A curated reading list of research in Mixture-of-Experts(MoE).

  54914441

• lichao-sun/SoraReview

  The official GitHub page for the review paper "Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models".

  4909220

• google-research/weatherbench2

  A benchmark for the next generation of data-driven global weather models.

  Language:Python480105350

• NVIDIA/torch-harmonics

  Differentiable signal processing on the sphere for PyTorch

  Language:Jupyter Notebook43410237

• ecmwf-lab/ai-models

  Language:Python432216270

• WenjieDu/SAITS

  The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with machine learning). https://arxiv.org/abs/2202.08516

  Language:Python35362655

• JuliaPDE/SurveyofPDEPackages

  Survey of the packages of the Julia ecosystem for solving partial differential equations

  26624541

• openclimatefix/metnet

  PyTorch Implementation of Google Research's MetNet and MetNet-2

  Language:Python24873551

• NVIDIA/modulus-makani

  Massively parallel training of machine-learning based weather and climate models

  Language:Python24013434

• scaomath/galerkin-transformer

  [NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations

  Language:Python22661028

• lucidrains/metnet3-pytorch

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

  Language:Python2076326

• HaxyMoly/Pangu-Weather-ReadyToGo

  盘古天气大模型全流程演示（ 输入数据准备、预测及结果可视化）Unofficial demonstration of Huawei's Pangu Weather Model. Implementing the entire process of data preparation for input, forecasting conversion of forecasted results, and visualization.

  Language:Python16711833

• darothen/ai-models-for-all

  Run AI NWP forecasts hassle-free, serverless in the cloud!

  Language:Python110818

• opengeos/earthformer

  A Python package for Earth forecasting transformer

  Language:Python79715

• Clarmy/pangu-weather-verify

  Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations

  Language:Python633212

• pswpswpsw/nif

  A library for dimensionality reduction on spatial-temporal PDE

  Language:Jupyter Notebook614211

• FrancescoRegazzoni/LDNets

  Language:Jupyter Notebook50108

• kyegomez/metnet3

  An implementation of "metnet3" in Pytorch

  Language:Python38406

• NOAA-EMC/graphcast

  GraphCastGFS

  Language:Python231358

• rudolfmard/Pangu-Weather-mini

  Language:Jupyter Notebook20314

• nci/FourCastNet

  Language:Jupyter Notebook5303

• bootcmatch/BootCMatchGX

  BootCMatch for multi-GPU systems

  Language:Cuda4402

• yelim421/FCN

  FourCastNet

  Language:Python3101