ai2cm / index
An index of our repositories
☆20Updated 2 years ago
Related projects: ⓘ
- Ai2 Climate Emulator☆33Updated 2 weeks ago
- Research and experiments for downscaling climate/weather data via generative learning☆32Updated 2 years ago
- a benchmark dataset for training and evaluating global cloud classification models.☆29Updated last year
- Simple examples of data pipelines from xarray to ML training☆22Updated 4 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆9Updated 2 years ago
- ECMWF Summer of Weather Code 2020 challenges☆49Updated 3 years ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆47Updated 5 years ago
- material for the CSU-led machine learning tutorial for earth science research☆88Updated 2 years ago
- Tutorial created by Chelle Gentemann for Ocean Sciences 2020 Meeting☆31Updated 3 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆51Updated 11 months ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆65Updated 3 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆67Updated last year
- ☆14Updated 4 years ago
- Lorenz 1996 two time-scale model for learning machine learning☆33Updated 3 weeks ago
- ML Datasets Catalog☆54Updated last year
- A ML-oriented generic patcher for xarray data structures.☆15Updated 11 months ago
- An organizational meta-repo with pointers to all of the myriad educational materials available today (in any form)☆32Updated 4 years ago
- a toolbox for Earth System Model analysis☆27Updated 3 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆35Updated last year
- machine learning for the atmospheric sciences - a CSU course☆30Updated 10 months ago
- Python wrapper for the FV3-based global climate model☆27Updated 2 years ago
- Climate Analytics using Deep Neural Networks in Python.☆57Updated 11 months ago
- Deep learning for climate modeling.☆38Updated 5 years ago
- scripts and tools for ingesting ERA5 into cloud storage☆11Updated 4 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆34Updated 6 years ago
- Neural Networks based unified physics parameterization for atmospheric models☆3Updated 5 months ago
- Toolkit for computing 15+ metrics characterising 2D cloud patterns☆16Updated 2 months ago
- The default repo for wiki and issues relating to the AI4ER CDT☆9Updated 3 years ago
- Intake-esm Datastore☆14Updated last month
- This is a 'hands-on' tutorial for the RIKEN International School on Data Assimilation (RISDA2018).☆26Updated 6 months ago