eabarnes1010 / course_ml_atsLinks
machine learning for the atmospheric sciences - a CSU course
☆32Updated last year
Alternatives and similar repositories for course_ml_ats
Users that are interested in course_ml_ats are comparing it to the libraries listed below
Sorting:
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 11 months ago
- Examples of CMIP6 cloud data analysis with Pangeo☆24Updated last year
- Python code to manage ERA5 downloads at NCI☆33Updated 4 years ago
- a toolbox for Earth System Model analysis☆29Updated 3 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆21Updated 9 months ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆32Updated 7 months ago
- Statistical tests on xarray objects☆14Updated 5 months ago
- ☆18Updated 4 years ago
- ☆13Updated 2 years ago
- Python code to create the Observational Large Ensemble.☆11Updated 2 years ago
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 4 years ago
- A simple way to evaluate Copernicus Climate Change (C3S) seasonal forecasts monthly data☆13Updated 3 years ago
- An open, reproducible and transferable workflow to assess and anticipate climate extremes beyond the observed record☆18Updated last year
- Learn to run ESMValTool from a Jupyter Notebook☆13Updated 3 years ago
- 🌍🌏🌎 A succinct toolset for analyzing climate data. This project is a work-in-progress.☆26Updated 9 months ago
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆39Updated 2 years ago
- python package for cesm output diagnosis☆24Updated 6 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆11Updated 2 months ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- xarray-based wavelet analysis☆16Updated 2 years ago
- diagnostic analyses and calculations in contour-based coordinates☆18Updated 10 months ago
- Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course☆29Updated 5 years ago
- Columbia tropical cyclone HAZard model (CHAZ)☆26Updated last year
- GOES-16 Convective Initiation Benchmark☆17Updated 3 years ago
- A set of GrADS functions in Python (hdivg, hcurl...)☆11Updated 4 years ago
- ☆20Updated 3 years ago
- Nested bootstrap resampling of xarray objects☆17Updated 5 months ago