ai2cm / indexLinks
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- material for the CSU-led machine learning tutorial for earth science research☆92Updated 3 years ago
- ECMWF Summer of Weather Code 2020 challenges☆49Updated 4 years ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆70Updated last year
- An organizational meta-repo with pointers to all of the myriad educational materials available today (in any form)☆32Updated 5 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 11 months ago
- Simple examples of data pipelines from xarray to ML training☆22Updated 6 years ago
- a toolbox for Earth System Model analysis☆29Updated 4 years ago
- Tutorial created by Chelle Gentemann for Ocean Sciences 2020 Meeting☆34Updated 4 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 5 years ago
- Research and experiments for downscaling climate/weather data via generative learning☆38Updated 3 years ago
- 🌎 A curated list of Earth system datasets for the machine learning and weather, climate, ice, ocean, etc. community.☆27Updated 3 years ago
- Extended Sea Ice Outlook☆11Updated 6 years ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Updated 3 years ago
- Tools for working with machine learning in earth science☆96Updated last year
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- A next-generation climate information system that uses large language models (LLMs) alongside high-resolution climate model data, scienti…☆54Updated this week
- TECA, theToolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection a…☆63Updated 2 months ago
- Interactive jupyter notebooks for pangeo tutorial events☆95Updated 5 years ago
- xarray-aware scikit-learn☆16Updated 4 years ago
- A ML-oriented generic patcher for xarray data structures.☆19Updated 11 months ago
- Forecasting wildfire danger using deep learning.☆57Updated 4 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Updated 2 years ago
- Discover the ECMWF Summer of Weather Code 2021 challenges!☆44Updated 4 years ago
- a collection of remote climate data accessed via intake cached to disk☆19Updated last month
- Pythie is a Python package to postprocess weather forecasts. Presently, it contains the modules: MBM: a module to make member-by-member e…☆11Updated 3 years ago
- Python wrapper for the FV3-based global climate model☆29Updated 3 years ago
- Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course☆29Updated 6 years ago
- Pangeo Cloud Datastore☆52Updated 3 years ago
- elePyant (pronounced elephant) provides a set of tools for compressing netCDF files and xarray Datasets and DataArrays.☆24Updated 4 years ago
- Lorenz 1996 two time-scale model for learning machine learning☆58Updated 3 weeks ago