ai2cm / indexLinks
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- Research and experiments for downscaling climate/weather data via generative learning☆38Updated 3 years ago
- material for the CSU-led machine learning tutorial for earth science research☆91Updated 3 years ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆59Updated 10 months ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Updated 3 years ago
- Forecasting wildfire danger using deep learning.☆56Updated 4 years ago
- Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course☆29Updated 6 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
- ECMWF Summer of Weather Code 2020 challenges☆49Updated 4 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆37Updated 8 years ago
- Simple examples of data pipelines from xarray to ML training☆22Updated 6 years ago
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- a toolbox for Earth System Model analysis☆29Updated 4 years ago
- Repository for the UCI ESS Python tutorial series☆21Updated 7 years ago
- Tutorial created by Chelle Gentemann for Ocean Sciences 2020 Meeting☆34Updated 4 years ago
- 🌎 A curated list of Earth system datasets for the machine learning and weather, climate, ice, ocean, etc. community.☆27Updated 3 years ago
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- A High-Performance Data Science Toolkit for the Earth Sciences☆70Updated last year
- TECA, theToolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection a…☆63Updated 2 months ago
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- Tutorials for basic analysis of CMIP6 climate models on the Google Cloud Platform.☆74Updated 5 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 4 years ago
- An organizational meta-repo with pointers to all of the myriad educational materials available today (in any form)☆32Updated 5 years ago
- Climate Analytics using Deep Neural Networks in Python.☆66Updated 2 years ago
- A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data☆43Updated 5 months ago
- Python code for "Applications of Deep Learning to Ocean Data Inference and Sub-Grid Parameterisation" (https://doi.org/10.1029/2018MS0014…☆49Updated 7 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Updated 2 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆16Updated 2 months ago
- Discover the ECMWF Summer of Weather Code 2021 challenges!☆44Updated 4 years ago
- 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
- Interactive jupyter notebooks for pangeo tutorial events☆95Updated 5 years ago