[NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"
☆151Oct 17, 2025Updated 5 months ago
Alternatives and similar repositories for PreDiff
Users that are interested in PreDiff are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆120Sep 18, 2025Updated 6 months ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- Latent diffusion for generative precipitation nowcasting☆141Jul 10, 2023Updated 2 years ago
- ☆11Jul 15, 2024Updated last year
- Official implementation of Earthformer☆440Jul 16, 2023Updated 2 years ago
- AI Challenges based on the SEVIR weather dataset☆47Jun 24, 2025Updated 8 months ago
- A list of Precipitation Nowcasting papers and related resources.☆178Dec 16, 2024Updated last year
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆94Oct 22, 2020Updated 5 years ago
- ☆60Oct 29, 2024Updated last year
- A collection of research papers on Diffusion Models for Weather Forecasting.☆243Jul 15, 2025Updated 8 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆35Apr 10, 2024Updated last year
- [NeurIPS 2024] FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation☆15Mar 4, 2025Updated last year
- An implementation of Deep Generative Model of Radars from DeepMind in PyTorch☆45Nov 15, 2022Updated 3 years ago
- Testing out Diffusion-based models for weather and PV forecasting☆18Updated this week
- ☆17Feb 14, 2024Updated 2 years ago
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆146Jun 1, 2021Updated 4 years ago
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆278Updated this week
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆33Dec 5, 2025Updated 3 months ago
- [NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling☆60Sep 8, 2024Updated last year
- Weather4Cast 2023 NeurIPS Competition - RainAI☆15Dec 4, 2023Updated 2 years ago
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆91Dec 19, 2024Updated last year
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆286Mar 13, 2025Updated last year
- Code for working with the SEVIR weather dataset☆43May 2, 2022Updated 3 years ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆28May 15, 2024Updated last year
- [NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting☆231Oct 27, 2025Updated 4 months ago
- ☆20Oct 17, 2024Updated last year
- The official implementation of the CVPR'22 paper SimVP: Simpler Yet Better Video Prediction.☆291Feb 21, 2023Updated 3 years ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Updated this week
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning☆1,077Mar 1, 2026Updated 2 weeks ago
- Code for our CVPR 2020 paper "Disentangling Physical Dynamics from Unknown Factors for UnsupervisedVideo Prediction"☆209Mar 1, 2022Updated 4 years ago
- The code of "MGTCF: Multi-Generator Tropical Cyclone Forecasting with Heterogeneous Meteorological Data" accepted by AAAI2023.☆20Jul 11, 2023Updated 2 years ago
- A Collection of Awesome Large Weather Models (LWMs) | AI for Earth (AI4Earth) | AI for Science (AI4Science)☆344Jun 23, 2025Updated 8 months ago
- A benchmark for the next generation of data-driven global weather models.☆591Jan 16, 2026Updated 2 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Jan 3, 2025Updated last year
- A benchmark dataset for data-driven weather forecasting☆814Dec 8, 2023Updated 2 years ago
- Python framework for short-term ensemble prediction systems.☆551Feb 27, 2026Updated 3 weeks ago
- A comprehesive survey about foundation models for weather and cliamte data understanding.☆284Feb 3, 2025Updated last year
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆522Nov 4, 2023Updated 2 years ago