Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
☆103Oct 22, 2020Updated 6 years ago
Alternatives and similar repositories for neurips-2020-sevir
Users that are interested in neurips-2020-sevir are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- AI Challenges based on the SEVIR weather dataset☆49Jun 24, 2025Updated last year
- Code for working with the SEVIR weather dataset☆48May 2, 2022Updated 4 years ago
- [CVPR 2024] Official implementation of "DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting"☆148Sep 18, 2025Updated last year
- Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…☆15Dec 4, 2023Updated 2 years ago
- Official implementation of the ICLR'26 paper: exPreCast☆20Feb 9, 2026Updated 8 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆26Oct 17, 2024Updated 2 years ago
- [NeurIPS 2023] Official implementation of "PreDiff: Precipitation Nowcasting with Latent Diffusion Models"☆161Oct 17, 2025Updated last year
- 🛰️ Ground-radar vs TRMM/GPM volume-matching. 🛰️☆11Updated this week
- ☆20Feb 14, 2024Updated 2 years ago
- ☆11May 31, 2024Updated 2 years ago
- Python framework for short-term ensemble prediction systems.☆595Updated this week
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- Python library for radar-based precipitation nowcasting based on optical flow techniques☆197Oct 9, 2019Updated 7 years ago
- ☆18May 24, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 📡 Process meteorological radar data. 📡☆20Sep 6, 2021Updated 5 years ago
- ☆19Mar 16, 2022Updated 4 years ago
- ☆77Oct 29, 2024Updated 2 years ago
- Implicit Stacked Autoregressive Model for Video Prediction (official implementation)☆93Dec 19, 2024Updated last year
- Implementation of DeepMind's Deep Generative Model of Radar (DGMR) https://arxiv.org/abs/2104.00954☆301Updated this week
- Spatial-temperal Prediction Model based on history observation and WRF numerical prediction☆38Aug 19, 2019Updated 7 years ago
- Official implementation of Earthformer☆475Jul 16, 2023Updated 3 years ago
- ☆18Updated this week
- PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"☆296Oct 26, 2026Updated last week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- RainNet: a convolutional neural network for radar-based precipitation nowcasting☆156Jun 1, 2021Updated 5 years ago
- a CIMISS client for Python☆12May 7, 2020Updated 6 years ago
- Official Implementation of Data-Driven Precipitation Nowcasting Using Satellite Imagery (AAAI2025)☆30Oct 14, 2025Updated last year
- A list of Precipitation Nowcasting papers and related resources.☆197Dec 16, 2024Updated last year
- ☆15Feb 4, 2022Updated 4 years ago
- WADEPre achieves SOTA in extreme nowcasting by using wavelets to decompose stable advection from stochastic details, effectively solving …☆12May 17, 2026Updated 5 months ago
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆163Apr 24, 2020Updated 6 years ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated 7 months ago
- [CVPR 2025] Official implementation of "AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting"☆45Dec 5, 2025Updated 11 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Python-based Algorithm for Convective Cell Identification and Tracking using Doppler Weather Radar Reflectivity Images☆11Jan 4, 2021Updated 5 years ago
- Latent diffusion for generative precipitation nowcasting☆147Jul 10, 2023Updated 3 years ago
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆22Nov 21, 2023Updated 2 years ago
- Code release to showcase potential usages of TAASRAD19 Dataset☆50Oct 14, 2021Updated 5 years ago
- PyTorch Implementation of Google Research's MetNet and MetNet-2☆304Updated this week
- ☆42Feb 18, 2021Updated 5 years ago
- Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.☆531Nov 4, 2023Updated 3 years ago