chengtan9907 / OpenSTLLinks
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
☆950Updated 10 months ago
Alternatives and similar repositories for OpenSTL
Users that are interested in OpenSTL are comparing it to the libraries listed below
Sorting:
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆253Updated 2 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆489Updated last year
- Official PyTorch Code for Paper: Video Prediction Transformers without Recurrence or Convolution☆128Updated 3 months ago
- A survey and paper list of current Diffusion Model for Time Series and SpatioTemporal Data with awesome resources (paper, application, re…☆770Updated this week
- About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…☆57Updated 2 years ago
- ☆158Updated 11 months ago
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆90Updated 6 months ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆89Updated 6 months ago
- Code for "Is Mamba Effective for Time Series Forecasting?"☆303Updated last month
- Official implementation of Earthformer☆407Updated 2 years ago
- Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Serie…☆583Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆180Updated 6 months ago
- The official codebase of ECCV2024 paper: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆33Updated 9 months ago
- Awesome Papers related to Mamba.☆1,367Updated 9 months ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆125Updated 9 months ago
- CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer☆14Updated 4 months ago
- ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST☆422Updated 2 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆252Updated last week
- About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pd…☆899Updated last year
- [ICLR 2024] Official Implementation of "Diffusion-TS: Interpretable Diffusion for General Time Series Generation"☆333Updated 4 months ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆155Updated last month
- [Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications☆721Updated 2 weeks ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆27Updated last year
- Official repository for CVPR24 Precognition Workshop Paper: VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotem…☆140Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆161Updated 7 months ago
- ☆43Updated 8 months ago
- Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https:…☆1,705Updated last month
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆208Updated 8 months ago
- Pytorch implementation of Self-Attention ConvLSTM☆95Updated 11 months ago
- Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group☆504Updated last month