[CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"
☆127Sep 18, 2025Updated 8 months ago
Alternatives and similar repositories for DiffCast
Users that are interested in DiffCast are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆153Oct 17, 2025Updated 7 months ago
- ☆62Oct 29, 2024Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- Latent diffusion for generative precipitation nowcasting☆144Jul 10, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A list of Precipitation Nowcasting papers and related resources.☆186Dec 16, 2024Updated last year
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆97Oct 22, 2020Updated 5 years ago
- AI Challenges based on the SEVIR weather dataset☆47Jun 24, 2025Updated 11 months ago
- ☆18Feb 14, 2024Updated 2 years ago
- A collection of research papers on Diffusion Models for Weather Forecasting.☆254Jul 15, 2025Updated 10 months ago
- [ECCV 2024]: PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines.☆41Sep 28, 2024Updated last year
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆26Dec 9, 2024Updated last year
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆10Jan 24, 2026Updated 4 months ago
- Code for working with the SEVIR weather dataset☆44May 2, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)☆27Oct 14, 2025Updated 7 months ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆38Dec 5, 2025Updated 6 months ago
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆297Feb 21, 2023Updated 3 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆291Jun 1, 2026Updated last week
- Official implementation of Earthformer☆460Jul 16, 2023Updated 2 years ago
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆60Sep 8, 2024Updated last year
- ☆14Feb 4, 2022Updated 4 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- ☆23Oct 17, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆11Jul 15, 2024Updated last year
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,109Mar 1, 2026Updated 3 months ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆147Jun 1, 2021Updated 5 years ago
- Repository for the code on Forecasting Tropical Cyclones with Diffusion Models [https://arxiv.org/abs/2310.01690]☆12Sep 27, 2023Updated 2 years ago
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆14Dec 4, 2023Updated 2 years ago
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Jun 23, 2023Updated 2 years ago
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆22Nov 21, 2023Updated 2 years ago
- GPTCast model for precipitation nowcasting☆23Aug 27, 2025Updated 9 months ago
- ☆13Dec 7, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆287Apr 11, 2026Updated last month
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆217Mar 1, 2022Updated 4 years ago
- Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model☆20Aug 30, 2022Updated 3 years ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆124Mar 18, 2025Updated last year
- SLAMS: Score-based Latent Assimilation in Multimodal Setting☆45May 20, 2024Updated 2 years ago