Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
☆30Jul 9, 2025Updated 8 months ago
Alternatives and similar repositories for miles-guess
Users that are interested in miles-guess are comparing it to the libraries listed below
Sorting:
- FengQing is a data-driven model for medium-range weather forecasting jointly developed by the China Meteorological Administration and Sch…☆16Feb 24, 2025Updated last year
- Earth Computer Hyperparameter Optimization☆20Feb 13, 2025Updated last year
- machine learning for the atmospheric sciences - a CSU course☆34Oct 30, 2023Updated 2 years ago
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆72Feb 10, 2024Updated 2 years ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Feb 11, 2026Updated 3 weeks ago
- GOES-16 Convective Initiation Benchmark☆18Jun 29, 2022Updated 3 years ago
- Deep learning models for global weather prediction on a cubed sphere☆95Oct 3, 2020Updated 5 years ago
- Call XGBoost from Fortran☆12Jun 20, 2023Updated 2 years ago
- NCL colormaps in Python☆12Nov 12, 2018Updated 7 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. …☆11Nov 9, 2019Updated 6 years ago
- ☆12Jan 6, 2015Updated 11 years ago
- Clean, easier to use version of the downscaling cGAN☆25Feb 26, 2024Updated 2 years ago
- ☆41Oct 21, 2021Updated 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…☆11Oct 21, 2022Updated 3 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- Tools for deep learning and ensemble forecasting☆13Nov 24, 2018Updated 7 years ago
- Python code to assist in familiarizing meteorologists with machine learning☆62Feb 27, 2023Updated 3 years ago
- Lorenz 1996 two time-scale model for learning machine learning☆58Feb 23, 2026Updated 2 weeks ago
- Official PyTorch implementation of "Self-Attentive Ensemble Transformer: Representing Ensemble Interactions in Neural Networks for Earth …☆14Sep 28, 2022Updated 3 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- Multidimensional Uncertainty-Aware Evidential Neural Networks ( AAAI2021)☆16Aug 19, 2021Updated 4 years ago
- ☆14Jul 1, 2020Updated 5 years ago
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆15Jun 17, 2024Updated last year
- Deep learning tutorial for predicting low-level rotation.☆18Jun 26, 2018Updated 7 years ago
- Object based tracking for model, radar and any other kind of data☆16Dec 11, 2025Updated 2 months ago
- Continuous wavelet transform with xarray.☆17Sep 25, 2023Updated 2 years ago
- Machine Learning in Python for Environmental Science Problems AMS Short Course Material☆183Jul 25, 2019Updated 6 years ago
- Official repo for "The impact of internal variability on benchmarking deep learning climate emulators" in JAMES25 (public)☆21Sep 29, 2025Updated 5 months ago
- Notebooks for AI2ES (NSF Institute for Research on Trustworthy Artificial Intelligence in Weather, Climate, and Coastal Oceanography) sho…☆18Dec 4, 2023Updated 2 years ago
- ☆16Jan 5, 2026Updated 2 months ago
- A super lightweight Lagrangian model for calculating millions of WRF trajectories.☆19Nov 22, 2020Updated 5 years ago
- A lower-level API for Machine Learning inference in operations☆37Feb 9, 2026Updated last month
- Retrieval algorithm for rainfall mapping from microwave links in a cellular communication network.☆20Oct 14, 2025Updated 4 months ago
- Cubed-Sphere data processing with xarray☆18Jan 16, 2020Updated 6 years ago
- material for ATS 655 - Objective Analysis☆27Apr 4, 2025Updated 11 months ago
- An index of our repositories☆20Nov 16, 2021Updated 4 years ago
- Multiple-Doppler Radar Analysis Toolkit (MultiDop)☆42May 29, 2020Updated 5 years ago
- W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))☆20Jun 23, 2023Updated 2 years ago
- Interactive Visualization of WIND Toolkit Data using HSDS Data Service☆19Jan 31, 2022Updated 4 years ago