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ai2es-dl

example deep learning pipeline for OSCER written in Tensorflow

ai2es-template

ai2es.github.io

ai2es_5mingrid

auto-patcher

build_test

codingquestions

evidential

Exploring deep evidential methods

evidential-apps

Applications of the evidential models

fognet

Fog Prediction using 3D CNN with dense block and attention

fronts

hail

hradar2updraft

A machine learning method to retrieve storm updrafts from ground-based radars

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.

miles-guess

Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.

nautilus-examples-and-setup

ptype-physical

py-mint

Python scripts for machine learning interpretability methods

tai4es-trustathon-2022

Trust-A-Thon materials for the Trustworthy AI for Environmental Science Summer School

time-series

Umbrella directory for time-series investigations

utorview

WoFS UNet Tornado Guidance Viewer

waf_ml_tutorial_part1

Python code to assist in familiarizing meteorologists with machine learning

waf_ml_tutorial_part2

Python code to assist in familiarizing meteorologists with machine learning

winter_reu_2021