Alternatives and similar repositories for vars

Users that are interested in vars are comparing it to the libraries listed below

• Kaimaoge / IGNNK
  ☆123Updated 2 years ago
• xinychen / tracebase
  Temporal matrix factorization for sparse traffic time series forecasting.
  ☆57Updated 3 months ago
• Kaimaoge / SATCN
  SATCN for Kriging
  ☆16Updated 3 years ago
• yangjm67 / TransPAI
  Transportation data online prediction
  ☆50Updated 4 years ago
• RomainLITUD / Multistep-Traffic-Forecasting-by-Dynamic-Graph-Convolution
  Multistep Traffic Forecasting by Dynamic Graph Convolution: Interpretations of Real-Time Spatial Correlations
  ☆16Updated last year
• iarai / NeurIPS2022-traffic4cast
  Code accompanying our NeurIPS 2022 traffic4cast challenge
  ☆79Updated 2 years ago
• tanwimallick / TL-DCRNN
  ☆42Updated 3 years ago
• yuruotao / NZ_dataset
  ☆19Updated 4 months ago
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆40Updated 2 years ago
• Curb-GAN / Curb-GAN
  The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"
  ☆33Updated 5 years ago
• xinychen / LCR
  Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)
  ☆22Updated 9 months ago
• hjf1997 / STGNP
  KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation
  ☆35Updated 2 years ago
• deepkashiwa20 / Urban_Concept_Drift
  [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
  ☆25Updated last year
• RiccardoSpolaor / Verbal-Explanations-of-Spatio-Temporal-Graph-Neural-Networks-for-Traffic-Forecasting
  An eXplainable AI system to elucidate short-term speed forecasts in traffic networks obtained by Spatio-Temporal Graph Neural Networks.
  ☆20Updated last year
• tsinghua-fib-lab / KSTDiff-Urban-flow-generation
  Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)
  ☆26Updated last year
• luansenda / congestion_propagation_inference
  ☆15Updated 3 years ago
• sheoyon-jhin / CONTIME
  Addressing prediction delays in time series forecasting: A continuous GRU Approach with derivative regularization
  ☆29Updated 11 months ago
• Rose-STL-Lab / Spatiotemporal_UQ
  Uncertainty Quantification for Deep Spatiotemporal Forecasting
  ☆23Updated 11 months ago
• swsamleo / MLSTGCN
  Graph Neural Network
  ☆74Updated last year
• Evens1sen / Deep-NYC-Taxi-Bike
  The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"
  ☆22Updated 2 years ago
• deepkashiwa20 / MemeSTN
  WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster
  ☆17Updated 2 years ago
• WeizhuQIAN / DeepSTUQ_Pytorch
  ☆10Updated last year
• joeloskarsson / tgnn4i
  Code for our paper "Temporal Graph Neural Networks for Irregular Data"
  ☆21Updated last year
• zbliu98 / GRAM-ODE
  Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"
  ☆18Updated last year
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆115Updated 3 years ago
• Chengyui / SUMformer
  Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)
  ☆20Updated 9 months ago
• tsinghua-fib-lab / ResInf
  This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…
  ☆53Updated 10 months ago
• arjhuang / pise
  Physics Informed Deep Learning for Traffic State Estimation: Illustrations with LWR and CTM Models
  ☆16Updated 2 years ago
• mengcz13 / IJCAI2022_ST-KMRN
  Official implementation of "Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data".
  ☆10Updated 2 years ago
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆44Updated 3 months ago