eabarnes1010 / controlled_abstention_networksLinks
Neural network loss functions for regression and classification tasks that can say "I don't know".
☆13Updated 3 years ago
Alternatives and similar repositories for controlled_abstention_networks
Users that are interested in controlled_abstention_networks are comparing it to the libraries listed below
Sorting:
- Working repository for planning/execution of the "Time of Emergence" project at the CMIP6 Hackathon☆15Updated 6 years ago
- machine learning for the atmospheric sciences - a CSU course☆34Updated last year
- Making it far easier to read in and work with large volumes of climate model output from CMIP5/6☆21Updated 5 years ago
- ☆14Updated 5 years ago
- ☆19Updated 4 years ago
- diagnostic analyses and calculations in contour-based coordinates☆18Updated last year
- codes for reproducing the results presented in the manuscript by Xia et al.☆10Updated 3 years ago
- A set of GrADS functions in Python (hdivg, hcurl...)☆11Updated 4 years ago
- a toolbox for Earth System Model analysis☆29Updated 4 years ago
- El nino forecast based on a few machine learning methods☆24Updated 9 years ago
- Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …☆11Updated 5 years ago
- R&D Python package for processing ICON data with xarray☆10Updated 2 years ago
- Profile Classification Modelling (PCM) is an ocean data analysis method based on un-supervised classification of vertical profiles☆22Updated 6 years ago
- Python code to create the Observational Large Ensemble.☆11Updated 2 years ago
- Detect, classify, and track Rossby Wave Breaking (RWB) in weather and climate data.☆37Updated 11 months ago
- xarray-based wavelet analysis☆16Updated 3 years ago
- A high-level python package integrating expert knowledge and artificial intelligence to boost (sub) seasonal forecasting☆22Updated last year
- Jupyter notebooks for research and teaching☆10Updated 3 years ago
- Replication code and data links for Schwarzwald and Lenssen, 2022, The importance of internal climate variability in climate impact proje…☆12Updated 2 years ago
- Notes and practicals for my "Physics of the Climate System" lecture☆29Updated last year
- A python course intended to provide a thorough grounding for those working in the earth sciences☆36Updated 8 years ago
- GOES-16 Convective Initiation Benchmark☆18Updated 3 years ago
- Python code to manage ERA5 downloads at NCI☆33Updated 4 years ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- python package for cesm output diagnosis☆24Updated 6 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
- Code for paper "A Robust Generative Adversarial Network Approach for Climate Downscaling"☆12Updated last year
- Predicting weather by machine learning.☆14Updated 5 years ago
- A Python package of algorithms used to characterise and identify jet streams, based on xarray.☆28Updated 2 weeks ago
- Detection and Tracking of Tropical Cyclones☆30Updated 9 years ago