Python code to assist in familiarizing meteorologists with machine learning
☆36Dec 31, 2024Updated last year
Alternatives and similar repositories for WAF_ML_Tutorial_Part2
Users that are interested in WAF_ML_Tutorial_Part2 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☆65Feb 27, 2023Updated 3 years ago
- A cookbook meant to work with various weather radar data☆16Jan 13, 2026Updated 9 months ago
- Plots OCO-2 lite file data on MODIS imagery☆15Feb 23, 2025Updated last year
- ☆13Jun 19, 2020Updated 6 years 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
- 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.
- Uncertainty quantification for machine learning at Cooperative Institute for Research in the Atmosphere☆20Nov 18, 2022Updated 3 years ago
- CEDRIC, SPRINT, PPI, CEDIO, and GRID2PS tools for radar data analysis☆16May 5, 2016Updated 10 years ago
- Code for working with the SEVIR weather dataset☆47May 2, 2022Updated 4 years ago
- A Python package to facilitate synthesis and analysis of Earth system data.☆10May 5, 2025Updated last year
- SRViT: Satellite to Radar Vision Transformer☆12Jun 28, 2024Updated 2 years ago
- Public-facing git repository for JAMES submission, "Benchmarking of machine learning ocean parameterizations in an idealized model"☆11Feb 20, 2023Updated 3 years ago
- Google Collab Notebooks for the UNIL Spring 2022 course on ML for Earth and Environmental Sciences☆13Aug 18, 2022Updated 4 years ago
- A dual-polarimetric radar simulator for WRF output☆15Jan 13, 2024Updated 2 years ago
- ☆18Aug 27, 2026Updated 2 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Spline Analysis at Mesoscale Utilizing Radar and Aircraft Instrumentation☆20Oct 18, 2026Updated last week
- A hackable Lyapunov exponents calculator☆14Feb 8, 2020Updated 6 years ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Dec 2, 2021Updated 4 years ago
- python package to open GPM-DPR files into xarray to leverage xarray perks☆36Aug 27, 2026Updated 2 months ago
- ☴ Statistics for your wind power projects☆13Jan 29, 2026Updated 9 months ago
- High-level BUFR interface for ecCodes☆28Oct 9, 2026Updated 3 weeks ago
- Script for matching space-borne radar and ground radar (cross-validation code).☆12Apr 19, 2020Updated 6 years ago
- Visualizing ECMWF's ERA5 Reanalysis from both Single and Pressure Levels on hourly basis (These notebooks can be used, accordingly, based…☆19Sep 11, 2023Updated 3 years ago
- ☆10Apr 1, 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.
- Uses machine learning to predict convective initiation and decay from satellite data.☆30Jun 7, 2023Updated 3 years ago
- A super lightweight Lagrangian model for calculating millions of WRF trajectories.☆19Nov 22, 2020Updated 5 years ago
- 高级的、易用的 Micaps 在线数据读取包☆18Jun 12, 2025Updated last year
- ☆211Mar 12, 2025Updated last year
- machine learning for the atmospheric sciences - a CSU course☆34Oct 30, 2023Updated 3 years ago
- Cartesian version of rainfall type categorization of Powell et al. (2016, JTECH)☆17Dec 12, 2023Updated 2 years ago
- Source code for "Advection-free Convolutional Neural Network for Convective Rainfall Nowcasting" by Ritvanen et al. (2023)☆13Apr 7, 2025Updated last year
- Open Source Weather Radar Software Course☆13Jul 11, 2018Updated 8 years ago
- American Meteorological Society LaTeX Stuff☆11Mar 20, 2019Updated 7 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.
- Raincell tracking algorithm☆11Feb 12, 2020Updated 6 years ago
- How to predict extreme events in climate using rare event algorithms and modern tools of machine learning☆25Mar 27, 2025Updated last year
- ☆30Oct 14, 2026Updated 2 weeks ago
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆103Oct 22, 2020Updated 6 years ago
- Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"☆35Feb 21, 2023Updated 3 years ago
- ☆11Jul 27, 2023Updated 3 years ago
- ☆15Jan 9, 2018Updated 8 years ago