Thanks to visit codestin.com
Credit goes to github.com

Skip to content
@GestaltCogTeam

GestaltCog

GestaltCog Team “观沧”研究组, focus on Spatial-temporal Data Science and Technology, from Institute of Computing Technology, CAS
README.md

GestaltCog “观沧”研究组

GestaltCog Team, dedicated to innovating theories and technologies for spatiotemporal data mining, to build foundational models and systems of situation-aware intelligence computing with disruptive capabilities.

“观沧”研究组，致力于创新时空数据分析挖掘的理论与技术，打造基础模型和系统，构建颠覆性的智能态势计算能力。

Pinned Loading

  1. BasicTS BasicTS Public

    A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.

    Python 1.7k 204

  2. STEP STEP Public

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

    Python 429 47

  3. STID STID Public

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

    Python 293 28

  4. GinAR GinAR Public

    Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing

    Python 95 8

  5. D2STGNN D2STGNN Public

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

    Python 267 26

Repositories

Showing 10 of 20 repositories
  • Zeus Public
    GestaltCogTeam/Zeus’s past year of commit activity
    Python 1 0 0 0 Updated Jan 29, 2026
  • BasicTS Public

    A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.

    GestaltCogTeam/BasicTS’s past year of commit activity
    Python 1,680 Apache-2.0 204 21 2 Updated Dec 23, 2025
  • selective-learning Public

    Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting

    GestaltCogTeam/selective-learning’s past year of commit activity
    Python 32 3 1 0 Updated Nov 7, 2025
  • GC-3DEddy Public

    3D Forecasting of Oceanic Mesoscale Eddies from Satellite Observations with Large Autoregressive Modeling

    GestaltCogTeam/GC-3DEddy’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Oct 27, 2025
  • DFDGCN Public

    Dynamic frequency domain graph convolution for traffic prediction

    GestaltCogTeam/DFDGCN’s past year of commit activity
    Jupyter Notebook 70 MIT 3 2 0 Updated Sep 23, 2025
  • BLAST Public

    Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.

    GestaltCogTeam/BLAST’s past year of commit activity
    Jupyter Notebook 25 Apache-2.0 0 4 0 Updated May 26, 2025
  • GraphMTT Public
    GestaltCogTeam/GraphMTT’s past year of commit activity
    Python 0 MIT 0 0 0 Updated May 15, 2025
  • CCTrajRec Public
    GestaltCogTeam/CCTrajRec’s past year of commit activity
    Python 0 0 0 0 Updated May 15, 2025
  • STELLA Public

    Code for "On the Integration of Spatial-Temporal Knowlegde: A Lightweight Approach to Atmospheric Time Series Forecasting"

    GestaltCogTeam/STELLA’s past year of commit activity
    Python 5 0 0 0 Updated Apr 1, 2025
  • GinAR Public

    Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing

    GestaltCogTeam/GinAR’s past year of commit activity
    Python 95 8 5 0 Updated Mar 12, 2025
View all repositories

People

This organization has no public members. You must be a member to see who’s a part of this organization.