Ambrosys / climatelearnLinks
El nino forecast based on a few machine learning methods
☆24Updated 9 years ago
Alternatives and similar repositories for climatelearn
Users that are interested in climatelearn are comparing it to the libraries listed below
Sorting:
- Python code to manage ERA5 downloads at NCI☆33Updated 4 years ago
- python package for cesm output diagnosis☆24Updated 6 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- ☆19Updated 4 years ago
- Deep learning tutorial for predicting low-level rotation.☆18Updated 7 years ago
- A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.☆16Updated 3 years ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆37Updated 11 months ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆17Updated 3 years ago
- Detection and Tracking of Tropical Cyclones☆30Updated 9 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
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Updated last year
- ☆14Updated 5 years ago
- Some useful and excellent tutorials☆17Updated 6 years ago
- GOES-16 Convective Initiation Benchmark☆18Updated 3 years ago
- diagnostic analyses and calculations in contour-based coordinates☆18Updated last year
- A package used for computing averages from climate model output☆19Updated 5 months ago
- Predicting weather by machine learning.☆14Updated 5 years ago
- A repository with Jupyter notebooks that reproduce the analyses and figures included in the manuscript "Global changes in oceanic mesosca…☆20Updated 4 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- Examples of CMIP6 cloud data analysis with Pangeo☆25Updated last year
- This repository provides a Python implementation of the calculation algorithm for the OLR-based MJO index (OMI).☆42Updated 2 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Updated last year
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆19Updated 2 years ago
- A Python package of algorithms used to characterise and identify jet streams, based on xarray.☆28Updated 2 weeks ago
- Materials for the Machine Learning in Python for Environmental Science Problems AMS 2020 Short Course☆29Updated 5 years ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- Python library for processing ensemble weather forecasts☆23Updated 5 months ago
- A set of GrADS functions in Python (hdivg, hcurl...)☆11Updated 4 years ago
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆12Updated last year