Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"
☆33Apr 13, 2021Updated 5 years ago
Alternatives and similar repositories for El-GNNino
Users that are interested in El-GNNino are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code associated with the paper "The World as a Graph: Improving El Niño Forecasting with Graph Neural Networks".☆32Dec 15, 2022Updated 3 years ago
- NinoLearn is a research framework for statistical ENSO prediction.☆10Jul 10, 2020Updated 6 years ago
- ☆33Apr 15, 2024Updated 2 years ago
- ☆13Dec 7, 2022Updated 3 years ago
- The Illinois repository for Climatehack (https://climatehack.ai/). We won 1st place!☆26Aug 27, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆12Jul 10, 2022Updated 4 years ago
- 🌍 A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others☆61Jul 7, 2026Updated last month
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆11Jul 19, 2018Updated 8 years ago
- Tutorial to learn how to train different machine learning methods to model glacier mass balance.☆22Sep 8, 2024Updated last year
- Deep Learning for monitoring and forecasting natural hazards with earth observation data☆14Jul 17, 2023Updated 3 years ago
- CNN for climate forecast☆91May 14, 2024Updated 2 years ago
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆23Sep 29, 2025Updated 10 months ago
- Clean, easier to use version of the downscaling cGAN☆25Feb 26, 2024Updated 2 years ago
- Various notebooks about the Atmospheric General Circulation (radiative budget, meridional transport, zonal and transient anomalies, merid…☆11Jul 4, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Code for My book☆23Sep 28, 2024Updated last year
- Forecasting cryptocurrency price movements with graph neural networks.☆11Mar 13, 2020Updated 6 years ago
- A curated list of awesome things related to Climate change and AI.☆51Jan 22, 2023Updated 3 years ago
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model☆11Mar 26, 2019Updated 7 years ago
- Implementation of Climdex indices in Python/xarray/dask☆13Apr 9, 2020Updated 6 years ago
- 🌎 A curated list of Earth system datasets for the machine learning and weather, climate, ice, ocean, etc. community.☆29Dec 9, 2022Updated 3 years ago
- [IJCAI'23] Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data.☆14Oct 3, 2024Updated last year
- Repository containing the code and results of experiments to estimate glacier ice thickness with a PINN.☆17Dec 12, 2024Updated last year
- Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…☆18Jul 29, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Python routines for parallel analysis of large MITgcm simulations☆12Jun 23, 2016Updated 10 years ago
- ☆10Feb 21, 2023Updated 3 years ago
- a FORTRAN interface to sci-learn library☆10Jul 31, 2019Updated 7 years ago
- This course introduces beginners to Google Earth Engine using Python in Google Colab. Explore remote sensing, process geospatial data, cr…☆19Jun 25, 2025Updated last year
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆32Jan 2, 2023Updated 3 years ago
- ☆15Jun 4, 2014Updated 12 years ago
- Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture☆55Jan 10, 2024Updated 2 years ago
- python package for cesm output diagnosis☆24Jun 21, 2019Updated 7 years ago
- 3D inversion code for quasi-geostrophic omega equation☆19Jun 23, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆96Jan 30, 2026Updated 6 months ago
- Ruby/Python bindings for CDO☆103Aug 13, 2024Updated 2 years ago
- Skilful precipitation nowcasting using deep generative models of radar☆37Nov 10, 2021Updated 4 years ago
- Solution to the Weather4cast 2021 Stage 1 challenge☆15Nov 8, 2021Updated 4 years ago
- transcribe guitar solo audio to midi-like tab.☆12May 18, 2022Updated 4 years ago
- ☆15Aug 25, 2019Updated 6 years ago
- Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.☆14May 20, 2022Updated 4 years ago