Shuo Wang's repositories
GeniePath-pytorch
This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)
Time-Series-Library
A Library for Advanced Deep Time Series Models.
AirPhyNet
Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
BasicTS
A Standard and Fair Time Series Forecasting Benchmark and Toolkit.
ChatTTS
ChatTTS is a generative speech model for daily dialogue.
ChatTTS-ui
为ChatTTS创建web界面和api接口
chronos-forecasting
Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting
DiffSTG
Code for DiffSTG
DiT
Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"
dyffusion
[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
FengWu-4DVar
Integrating Large Weather Models with Data Assimilation
juicefs
JuiceFS is a distributed POSIX file system built on top of Redis and S3.
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
LlamaGen
Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation
mlforecast
Scalable machine 🤖 learning for time series forecasting.
neuralgcm
Hybrid ML + physics model of the Earth's atmosphere
nixtla
Python SDK for TimeGPT, a foundational time series model
plantuml-examples
PlantUML eaxmples for UML, ERD, wireframes, mind maps, JSON, YAML, WBS, ASCII art, Gantt charts, C4 models, and more
SpeedyWeather.jl
Play atmospheric modelling like it's LEGO.
statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
STG-Mamba
Official Implementation of STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model.
timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
udlbook
Understanding Deep Learning - Simon J.D. Prince
weatherbench2
A benchmark for the next generation of data-driven global weather models.