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)
AirPhyNet
Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
awesome-english-ebooks
经济学人(含音频)、纽约客、卫报、连线、大西洋月刊等英语杂志免费下载,支持epub、mobi、pdf格式, 每周更新
Awesome-TimeSeries-SpatioTemporal-Diffusion-Model
A list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, review, survey, etc.).
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
DGFormer
The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.
geo-bench
GEO-Bench: Toward Foundation Models for Earth Monitoring
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
LTSF-Linear
This is the official implementation for AAAI-23 Oral paper "Are Transformers Effective for Time Series Forecasting?"
MetaGPT
🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
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
obsidian-weread-plugin
Obsidian Weread Plugin is a plugin to sync Weread(微信读书) hightlights and annotations into your Obsidian Vault.
obsidian-zotlit
A third-party project that aims to facilitate the integration between Obsidian.md and Zotero, by providing a set of community plugins for both Obsidian and Zotero.
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.
The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
Time-LLM
[ICLR 2024] Official implementation of "Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
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