ai2cm / indexLinks
An index of our repositories
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- Simple examples of data pipelines from xarray to ML training☆22Updated 5 years ago
- This is a repository of my python notebooks that may be of general interest.☆19Updated 4 months ago
- A ML-oriented generic patcher for xarray data structures.☆17Updated 3 months ago
- An organizational meta-repo with pointers to all of the myriad educational materials available today (in any form)☆32Updated 4 years ago
- ☆17Updated 7 months ago
- Global Ocean Emulator☆26Updated 2 months ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆12Updated 3 months ago
- material for the CSU-led machine learning tutorial for earth science research☆88Updated 2 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆57Updated 2 months ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆48Updated 6 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆34Updated 3 years ago
- a benchmark dataset for training and evaluating global cloud classification models.☆29Updated last year
- ☆14Updated 4 years ago
- Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.☆53Updated this week
- Lorenz 1996 two time-scale model for learning machine learning☆51Updated 4 months ago
- The default repo for wiki and issues relating to the AI4ER CDT☆9Updated 4 years ago
- Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️☆24Updated 4 years ago
- Python wrapper for the FV3-based global climate model☆28Updated 3 years ago
- Extended Sea Ice Outlook☆11Updated 6 years ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- Examples of analysis of CESM LENS data publicly available on Amazon S3 (us-west-2 region) using xarray and dask☆45Updated last year
- Ai2 Climate Emulator☆95Updated 3 months ago
- ML Datasets Catalog☆58Updated last year
- Tutorial created by Chelle Gentemann for Ocean Sciences 2020 Meeting☆32Updated 4 years ago
- a toolbox for Earth System Model analysis☆29Updated 3 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- Aggregating gridded data (xarray) to polygons☆35Updated 4 years ago
- C-Star is a python package for setting up and running ocean model simulations, with a particular focus on marine carbon dioxide removal (…☆14Updated this week
- 2022 EarthCube Annual Meeting☆11Updated 2 years ago
- a collection of remote climate data accessed via intake cached to disk☆19Updated last month