climatechange-ai / climatechange_ai
☆31Updated this week
Related projects: ⓘ
- ML Datasets Catalog☆54Updated last year
- Deep learning for climate modeling.☆38Updated 5 years ago
- A Machine Learning Pipeline to Predict Vegetation Health☆31Updated 4 years ago
- ☆38Updated 5 years ago
- Climate Analytics using Deep Neural Networks in Python.☆57Updated 11 months ago
- Deep Semi-Supervised Object Detection for Extreme Weather Events☆56Updated 7 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆32Updated 2 years ago
- A curated list of awesome things related to Climate change and AI.☆49Updated last year
- An index of our repositories☆20Updated 2 years ago
- Use machine learning to map from satellite imagery of clouds to solar PV yield☆23Updated 2 years ago
- Code for neural network parameterization project☆70Updated 4 years ago
- Spatial Interpolation in Python☆12Updated 10 months ago
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆40Updated last year
- Satellite Optical Flow with machine learning models☆59Updated 10 months ago
- A project-based learning course where teams of climate science and data science students collaborate to create machine learning predictiv…☆34Updated 11 months ago
- ☆21Updated 5 years ago
- ☆84Updated 4 months ago
- ☆57Updated last year
- NinoLearn is a research framework for statistical ENSO prediction.☆11Updated 4 years ago
- Lorenz 96 model with GAN parameterization of unresolved scale (Y).☆36Updated 4 years ago
- Code for neural network parameterization project☆16Updated 10 months ago
- Simple examples of data pipelines from xarray to ML training☆22Updated 4 years ago
- 🌍 A curated list of MIT faculty that tackle climate change with machine learning for applying students, undergraduates, or others☆36Updated last month
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆10Updated 2 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆19Updated this week
- Code accompanying our IARAI Weather4cast Challenge☆43Updated 2 years ago
- ☆56Updated 5 years ago
- Experiments demonstrating coupled online learning for machine learning parameterizations☆18Updated last year
- Intake-esm Datastore☆14Updated last month
- El nino forecast based on a few machine learning methods☆24Updated 8 years ago