NCAR / ai4ess-hackathon-2020-notebooks
☆14Updated 4 years ago
Alternatives and similar repositories for ai4ess-hackathon-2020-notebooks
Users that are interested in ai4ess-hackathon-2020-notebooks 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".☆12Updated 3 years ago
- machine learning for the atmospheric sciences - a CSU course☆32Updated last year
- A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.☆39Updated last month
- 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
- El nino forecast based on a few machine learning methods☆24Updated 8 years ago
- GOES-16 Convective Initiation Benchmark☆17Updated 2 years ago
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 5 years ago
- A numerical model of atmospheric general circulation on the tropical beta-plane based on the Gill 1980 paper.☆16Updated 3 years ago
- ☆20Updated 3 years ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆30Updated 5 months ago
- a toolbox for Earth System Model analysis☆29Updated 3 years ago
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Updated last year
- Generalized Analog Regression Downscaling (GARD) code☆34Updated last year
- Profile Classification Modelling (PCM) is an ocean data analysis method based on un-supervised classification of vertical profiles☆21Updated 6 years ago
- A set of GrADS functions in Python (hdivg, hcurl...)☆11Updated 3 years ago
- Jupyter notebooks for research and teaching☆10Updated 3 years ago
- A Python package for Climate Field Reconstruction☆18Updated last week
- ☆16Updated 4 years ago
- Python code to manage ERA5 downloads at NCI☆32Updated 4 years ago
- Neural Networks based unified physics parameterization for atmospheric models☆4Updated last year
- Notes and practicals for my "Physics of the Climate System" lecture☆27Updated 9 months ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆43Updated 3 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆22Updated last month
- Wrapper shell scripts for running CESM in either real-time forecast or retrospective hindcast initialized mode.☆15Updated this week
- Beta for Pangeo Postprocessing☆17Updated 4 years ago
- A python course intended to provide a thorough grounding for those working in the earth sciences☆35Updated 7 years ago
- Python line-by-line radiative transfer model☆11Updated last year
- A simple atmospheric model☆18Updated 8 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆16Updated 2 years ago
- diagnostic analyses and calculations in contour-based coordinates☆18Updated 8 months ago