Alternatives and similar repositories for NeurIPS2021-traffic4cast:

Users that are interested in NeurIPS2021-traffic4cast are comparing it to the libraries listed below

• networkslab / rnn_flow
  ☆23Updated 3 years ago
• iarai / NeurIPS2022-traffic4cast
  Code accompanying our NeurIPS 2022 traffic4cast challenge
  ☆77Updated last year
• reml-lab / hetvae
  Heteroscedastic Temporal Variational Autoencoder For Irregularly Sampled Time Series
  ☆32Updated 2 years ago
• Rose-STL-Lab / Spatiotemporal_UQ
  Uncertainty Quantification for Deep Spatiotemporal Forecasting
  ☆21Updated 6 months ago
• YoungseogChung / calibrated-quantile-uq
  Training quantile models
  ☆43Updated 4 months ago
• facebookresearch / neural_stpp
  Deep generative modeling for time-stamped heterogeneous data, enabling high-fidelity models for a large variety of spatio-temporal domain…
  ☆101Updated 3 years ago
• USC-Melady / ICLR2020-PADGN
  Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum…
  ☆50Updated 5 years ago
• geoslegend / Deep-Learning-for-Spatio-temporal-Prediction
  ☆57Updated 6 years ago
• vincent-leguen / STRIPE
  Code for our NeurIPS 2020 paper "Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity"
  ☆87Updated 3 years ago
• kamilest / conformal-rnn
  Implementation for Stankevičiūtė et al. "Conformal time-series forecasting", NeurIPS 2021.
  ☆74Updated 4 months ago
• mas-dse-c6sander / DSE_Cohort2_Traffic_Capstone
  Cohort2 Traffic Analysis Capstone
  ☆23Updated 7 years ago
• panzheyi / AutoSTG
  ☆25Updated 4 years ago
• meowoodie / Spatio-Temporal-Point-Process-Simulator
  A Spatio-temporal point process simulator.
  ☆46Updated last year
• tanwimallick / TL-DCRNN
  ☆42Updated 3 years ago
• tijsmaas / TrafficPrediction
  This repository combines recent works in deep learning spatio-temporal traffic prediction.
  ☆28Updated 4 years ago
• geopanag / pandemic_tgnn
  ☆47Updated 4 months ago
• Rose-STL-Lab / ECCO
  ☆53Updated 3 years ago
• xlwang233 / pytorch-DCRNN
  PyTorch implementation of Diffusion Convolutional Recurrent Neural Network
  ☆48Updated 4 years ago
• jambo6 / online-neural-cdes
  Code for: "Neural Controlled Differential Equations for Online Prediction Tasks"
  ☆38Updated 2 years ago
• cgraber / cvpr_dNRI
  Code accompanying "Dynamic Neural Relational Inference" from CVPR 2020
  ☆60Updated 4 years ago
• fteufel / PyTorch-GRU-D
  PyTorch Implementation of GRU-D from "Recurrent Neural Networks for Multivariate Time Series with Missing Values" https://arxiv.org/abs/1…
  ☆25Updated 4 years ago
• Kelang-Tian / ST-MGAT
  ☆19Updated 4 years ago
• spcl / smoe
  Spatial Mixture-of-Experts
  ☆20Updated 2 years ago
• AmitRoy7781 / USTGCN
  [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network
  ☆33Updated 6 months ago
• BruceBinBoxing / ST-ResNet-Pytorch
  Code snippets of ST-ResNet by PyTorch
  ☆64Updated 5 years ago
• tianlinxu312 / cot-gan
  COT-GAN: Generating Sequential Data via Causal Optimal Transport
  ☆37Updated 3 years ago
• mlech26l / ode-lstms
  Code repository of the paper Learning Long-Term Dependencies in Irregularly-Sampled Time Series
  ☆113Updated last year
• xumingxingsjtu / STTN
  The official code for "Spatial temporal transformer networks for traffic flow forecasting"
  ☆95Updated 3 years ago
• ayaabdelsalam91 / TS-Interpretability-Benchmark
  ☆90Updated 3 years ago
• Graph-Machine-Learning-Group / taming-local-effects-stgnns
  Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)
  ☆20Updated 3 weeks ago