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ai2es_schooner_hpc

Helpful documents for using the OU HPC Facility

atms-597-sp-2020

Project 1 for ATMS 597 SP 2020.

atms511_lab

Lab to investigate non-spherical scattering of particles with T-matrix and DDA scattering databases

awot

Airborne Weather Observations Toolkit - A python-based package

chase_et_al_2018

Code and data used to produce Chase et al. 2018 submitted to GRL March 2018. Accepted May 2018

chase_et_al_2020_rdm

Repository for the manuscript:

chase_et_al_2021_nn

Repository for the manuscript: A Dual-Frequency Radar Retrieval of Snowfall Properties Using a Neural Network (Under Review August 2020)

cloudsat-gan

Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

dopplerchase.github.io

drpy

python package to open GPM-DPR files into xarray to leverage xarray perks

eie-sevir

Code for working with the SEVIR weather dataset

gewittergefahr

End-to-end machine-learning library for predicting thunderstorm hazards.

keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

leinonen_python_forward_model

mooc-machine-learning-weather-climate

pal_colormaps

A few random PAL colormaps for software like Radarscope and GRLevelX

pyart

The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.

score_sde_pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)