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S22's Projects

basicts icon basicts

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

d2stgnn icon d2stgnn

Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.

deep-learning-books icon deep-learning-books

Some books machine learning, deep learning, and related topics. 一些机器学习、深度学习和相关话题的书籍。

fastgpt icon fastgpt

FastGPT is a knowledge-based platform built on the LLM, offers out-of-the-box data processing and model invocation capabilities, allows for workflow orchestration through Flow visualization!

sealos icon sealos

Sealos is a production-ready Kubernetes distribution that provides a one-stop solution for both public and private cloud. https://sealos.io

step icon step

Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.

stid icon stid

Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.

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