brightbandtech / ExtremeWeatherBenchLinks
Benchmarking of machine learning and numerical weather prediction (MLWP & NWP) models, with a focus on extreme events.
☆54Updated last week
Alternatives and similar repositories for ExtremeWeatherBench
Users that are interested in ExtremeWeatherBench are comparing it to the libraries listed below
Sorting:
- Find and load data from the Brightband AI-ready mirror of the NOAA NASA Joint Archive (NNJA) of Observations for Earth System Reanalysis☆47Updated this week
- Ai2 Climate Emulator☆99Updated 4 months ago
- Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.☆60Updated 2 months ago
- Regridding utility for xarray☆89Updated 2 months ago
- The repository of the WeatherGenerator project☆55Updated this week
- A place to submit pangeo-forge recipes before they become fully fledged pangeo-forge feedstocks☆39Updated 3 weeks ago
- Jupyter Notebook-based labs for undergraduate synoptic meteorology courses.☆39Updated 2 years ago
- Benchmarking of weather forecasts based on station observations☆77Updated last month
- Fast convective parameters for numpy, dask, and xarray☆33Updated 11 months ago
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆57Updated 3 months ago
- A High-Performance Data Science Toolkit for the Earth Sciences☆67Updated last year
- ☆53Updated this week
- A next-generation climate information system that uses large language models (LLMs) alongside high-resolution climate model data, scienti…☆41Updated this week
- ☆91Updated last year
- Earth Computer Hyperparameter Optimization☆20Updated 4 months ago
- A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive☆66Updated this week
- ☆11Updated this week
- Run AI NWP forecasts hassle-free, serverless in the cloud!☆113Updated last year
- Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis☆120Updated 4 months ago
- ☆28Updated this week
- Analysis scripts for the global hackathon☆23Updated 3 weeks ago
- ☆29Updated 3 years ago
- Python wrapper for the FV3-based global climate model☆28Updated 3 years ago
- Tool for writing large xarray datasets to zarr stores with independent processes☆30Updated 2 months ago
- A project on how to incorporate physics constraints into deep learning architectures for downscaling or other super--resolution tasks.☆86Updated 3 months ago
- Analysis ready CMIP6 data in python the easy way with pangeo tools.☆201Updated 2 months ago
- Global Ocean Emulator☆29Updated this week
- CMIP ENSO metrics python code☆31Updated last month
- A python wrapper for aerobulk (https://github.com/brodeau/aerobulk)☆20Updated 2 months ago
- A lower-level API for Machine Learning inference in operations☆37Updated 3 months ago