jleinonen

pytmatrix

Python code for T-matrix scattering calculations

downscaling-rnn-gan

Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields

cloudsat-gan

Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network

pymiecoated

Calculating radar scattering properties of single- and dual-layered spheres

keras-fid

Frechet Inception Distance for Keras-based GANs

weather4cast-stage1

Solution to the Weather4cast 2021 Stage 1 challenge

geogan

Style-based GAN for geophysical fields

ikea-names

Generating fake names of IKEA furniture with an LSTM network

gan-elements

The Elements of GANs code repository

aggregation

A Python code for generating 3D models of aggregate and rimed snowflakes

snow-gan-classification

Classification of snowflakes with a GAN and K-medoids

weather4cast-bigdata

Solution to the Weather4cast 2021 IEEE Big Data Cup challenge

pysteps

Python framework for short-term ensemble prediction systems.

kerasswint

Swin Transformer implementations for TensorFlow/Keras

masc3dgan

3D reconstruction of snowflakes from multi-angle images with a GAN

pr-disagg-radar-gan

eoshdf

Simple reader for NASA EOS HDF4 files

jleinonen.github.io

github.io blog site

modulus

A PyTorch based deep-learning toolkit for developing DL models for physical systems

mooc-machine-learning-weather-climate

pyresample

Geospatial image resampling in Python

scipy

Scipy main repository

tensorflow

An Open Source Machine Learning Framework for Everyone