Stars
Xarray extension for managing geospatial coordinate reference systems
Machine Learning Engineering Open Book
A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive
Palette quantization library that powers pngquant and other PNG optimizers
GIF encoder based on libimagequant (pngquant). Squeezes maximum possible quality from the awful GIF format.
WIP implementation of a tree-like hierarchical data structure for xarray.
A spherical CNN for weather forecasting
Define, track, share, and discover mlpp features.
DISDRODB - A package to standardize, process and analyze global disdrometer data
A tool to work in weather radar data in xarray
Codes for the deep-learning based dual-frequency spectral radar retrieval of snowfall properties
Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
Photographic Visualizations of Weather Forecasts
Uses machine learning to predict convective initiation and decay from satellite data.
Stochastic noise generator based on short space Fourier transform.
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals
A python library to extract topographical features from elevation data.
Python script to download global terrain digital elevation models, SRTM 30m DEM and SRTM 90m DEM.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Satellite labelling tool for manual labelling of storm top features such as overshooting tops, above-anvil plumes, cold U/Vs, rings etc.
Matching A-train Calipso/Cloudsat products with AVHRR/VIIRS/MODIS readiances and products
Solution to the Weather4cast 2021 Stage 1 challenge