Alternatives and similar repositories for PastNet

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

• DeminYu98 / DiffCast
  [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
  ☆116Updated 4 months ago
• linkenghong / AlphaPre
  [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"
  ☆33Updated 2 months ago
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆35Updated last year
• gaozhihan / PreDiff
  [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
  ☆148Updated 3 months ago
• OpenEarthLab / PredBench
  [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.
  ☆38Updated last year
• OpenEarthLab / CasCast
  ☆59Updated last year
• yyyujintang / PredFormer
  [TMLR2026] Video Prediction Transformers without Recurrence or Convolution
  ☆148Updated 3 weeks ago
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆35Updated 7 months ago
• mazhf / MS-RNN
  ☆32Updated 2 years ago
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆43Updated last year
• technomii / EWMoE
  ☆15Updated last year
• SongTang-x / SwinLSTM
  ☆169Updated last year
• argenycw / FACL
  ☆18Updated last year
• Ziyeeee / STC-GS
  High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation
  ☆51Updated 10 months ago
• compasszzn / CirT
  CirT: Global Subseaonal-To-Seasonal Forecasting with Geometry-inspired Transformer
  ☆18Updated 11 months ago
• fmerizzi / Precipitation-nowcasting-with-generative-diffusion-models
  Code relative to the publication "Precipitation nowcasting with generative diffusion models"
  ☆34Updated last year
• seominseok0429 / Data-driven-Precipitation-Nowcasting-Using-Satellite-Imagery
  Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)
  ☆25Updated 3 months ago
• thuml / MotionRNN
  About Code release for "MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions" (CVPR 2021) https://arxiv.org/ab…
  ☆58Updated 2 years ago
• Aalto-QuML / ClimODE
  ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs
  ☆118Updated 10 months ago
• yyyujintang / PostRainBench
  Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench
  ☆28Updated last year
• XiYe20 / STDiffProject
  [AAAI'24] "STDiff: Spatio-temporal Diffusion for Continuous Stochastic Video Prediction". Xi Ye, Guillaume-Alexandre Bilodeau
  ☆29Updated last year
• jihoonko / DeepRaNE
  ☆14Updated 4 years ago
• thuml / ModeRNN
  ☆14Updated 3 years ago
• black-yt / ExtremeCast
  ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast
  ☆28Updated last year
• p3jitnath / forecast-diffmodels
  Repository for the code on Forecasting Tropical Cyclones with Diffusion Models [https://arxiv.org/abs/2310.01690]
  ☆12Updated 2 years ago
• A4Bio / SimVP
  The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.
  ☆281Updated 2 years ago
• seominseok0429 / Masked-Autoregressive-Model-for-Weather-Forecasting
  Implicit Stacked Autoregressive Model for Video Prediction (official implementation)
  ☆91Updated last year
• Xun-Zhu / weather2k
  ☆49Updated 6 months ago
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆18Updated last year
• iclr2024submit / LT3P
  LONG-TERM TYPHOON TRAJECTORY PREDICTION: A PHYSICS-CONDITIONED APPROACH WITHOUT REANALYSIS DATA
  ☆21Updated last year