dopplerchase

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

DRpy

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

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.

dopplerchase/DRpy

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

dopplerchase/ATMS511_Lab

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

dopplerchase/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)

dopplerchase/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.

dopplerchase/Chase_et_al_2018

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

dopplerchase/ai2es_schooner_hpc

Helpful documents for using the OU HPC Facility

dopplerchase/ATMS-597-SP-2020

Project 1 for ATMS 597 SP 2020.

dopplerchase/AWOT

Airborne Weather Observations Toolkit - A python-based package

dopplerchase/Chase_et_al_2020_RDm

Repository for the manuscript:

dopplerchase/cloudsat-gan

Reconstruction of Cloud Vertical Structure with a Generative Adversarial Network

dopplerchase/eie-sevir

Code for working with the SEVIR weather dataset

dopplerchase/GewitterGefahr

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

dopplerchase/diffusers

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

dopplerchase/dopplerchase.github.io

dopplerchase/Leinonen_Python_Forward_Model

dopplerchase/mooc-machine-learning-weather-climate

dopplerchase/pal_colormaps

A few random PAL colormaps for software like Radarscope and GRLevelX

dopplerchase/pyart

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

dopplerchase/score_sde_pytorch

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