hammad93 / hurricane-netLinks
A deep learning framework for forecasting Atlantic hurricane trajectory and intensity.
☆49Updated 2 months ago
Alternatives and similar repositories for hurricane-net
Users that are interested in hurricane-net are comparing it to the libraries listed below
Sorting:
- ☆14Updated 5 years ago
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆36Updated 2 years ago
- Python package for downloading ECMWF reanalysis data and converting it into a time series format.☆43Updated 2 weeks ago
- machine learning for the atmospheric sciences - a CSU course☆34Updated 2 years ago
- The central point of ongoing research regarding the usefulness of the large-scale atmospheric variability in the Mediterranean for foreca…☆29Updated 2 years ago
- Deep learning models for global weather prediction on a cubed sphere☆95Updated 5 years ago
- Tools for working with machine learning in earth science☆96Updated last year
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- Subseasonal forecasting models☆54Updated 8 months ago
- A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data☆42Updated 2 months ago
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆46Updated last month
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆29Updated 3 months ago
- Neural network loss functions for regression and classification tasks that can say "I don't know".☆13Updated 3 years ago
- Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…☆89Updated 2 weeks ago
- post-processing experiments with neural networks☆63Updated 3 years ago
- Deep learning for climate modeling.☆42Updated 6 years ago
- Beta for Pangeo Postprocessing☆17Updated 5 years ago
- Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.☆14Updated 8 months ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆67Updated last year
- Deep Learning for Post-Processing Ensemble Weather Forecasts☆91Updated 2 years ago
- Jupyter notebooks for WRF-Hydro trainings☆55Updated 5 months ago
- python library for bias correction☆33Updated 2 years ago
- A project-based learning course where teams of climate science and data science students collaborate to create machine learning predictiv…☆40Updated 5 months ago
- Notebooks Python to download and view ERA5 climatologic data, as well as to extract time series (hourly to monthly data on many atmospher…☆79Updated last year
- GDEX apps clients. Subdirectories will be organized by language, e.g. python, perl, c++, bash☆38Updated 3 weeks ago
- A tropical cyclone rainfall model for python☆18Updated 4 months ago
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆33Updated 2 years ago
- Predicting weather by machine learning.☆14Updated 5 years ago
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Updated 6 years ago
- GOES-16 Convective Initiation Benchmark☆18Updated 3 years ago