Python code to assist in familiarizing meteorologists with machine learning
☆65Feb 27, 2023Updated 3 years ago
Alternatives and similar repositories for WAF_ML_Tutorial_Part1
Users that are interested in WAF_ML_Tutorial_Part1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python code to assist in familiarizing meteorologists with machine learning☆36Dec 31, 2024Updated last year
- machine learning for the atmospheric sciences - a CSU course☆34Oct 30, 2023Updated 3 years ago
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- ☆13Jan 6, 2023Updated 3 years ago
- material for the CSU-led machine learning tutorial for earth science research☆93Jun 22, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Earth Computer Hyperparameter Optimization☆22Jul 28, 2026Updated 3 months ago
- ☆10Apr 1, 2021Updated 5 years ago
- A curated list of awesome Python libraries, software and resources in Atmosphere, Environment and Machine Learning☆214May 31, 2021Updated 5 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆13Aug 18, 2022Updated 4 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- xarray-based wavelet analysis☆16Oct 14, 2022Updated 4 years ago
- thundeR - Rapid computation and visualisation of convective parameters from rawinsonde and NWP data☆55Oct 21, 2026Updated last week
- Uses machine learning to predict convective initiation and decay from satellite data.☆30Jun 7, 2023Updated 3 years ago
- Object based tracking for model, radar and any other kind of data☆17Dec 11, 2025Updated 10 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆15Jan 9, 2018Updated 8 years ago
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆30Jul 9, 2025Updated last year
- ☆173Sep 22, 2026Updated last month
- GOES-16 Convective Initiation Benchmark☆18Jun 29, 2022Updated 4 years ago
- This repository contains the Datasheets for Earth Science Datasets templates for community use.☆12Apr 21, 2025Updated last year
- A cookbook meant to work with various weather radar data☆16Jan 13, 2026Updated 9 months ago
- code for simple models of the atmosphere and ocean☆33Dec 5, 2021Updated 4 years ago
- Fast convective parameters for numpy, dask, and xarray☆35Jul 1, 2024Updated 2 years ago
- Model Evaluation Tools☆88Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A line of code to analyze climate☆56Oct 13, 2026Updated 2 weeks ago
- MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.☆1,453Updated this week
- Three dimensional atmospheric dynamical core using the Gung Ho numerics.☆20Updated this week
- Machine Learning in Python for Environmental Science Problems AMS Short Course Material☆184Jul 25, 2019Updated 7 years ago
- Discover the ECMWF Summer of Weather Code 2022 challenges.☆12Oct 6, 2022Updated 4 years ago
- Jupyter Notebook-based labs for undergraduate synoptic meteorology courses.☆39Oct 9, 2025Updated last year
- Implementation of a radiative-convective equilibrium model.☆24Apr 21, 2026Updated 6 months ago
- Radar Doppler velocity dealiasing technique using 3D continuity.☆40Oct 23, 2026Updated last week
- Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields☆73Jun 10, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Awesome paper about AI for atmosphere science and oceanography☆40Oct 4, 2023Updated 3 years ago
- Continuous wavelet transform with xarray.☆18Sep 25, 2023Updated 3 years ago
- PNAS -- Historical change of El Niño properties sheds light on future changes of extreme El Niño☆13Jul 10, 2022Updated 4 years ago
- PyGeoC by Liangjun Zhu for some useful tool in GIS...☆16Sep 28, 2021Updated 5 years ago
- Python Fundamental Calculations for Radar Meteorology☆47Feb 22, 2018Updated 8 years ago
- ☆50Dec 19, 2024Updated last year
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆74Feb 10, 2024Updated 2 years ago