NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography (AI2ES)'s repositories
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
tai4es-trustathon-2022
Trust-A-Thon materials for the Trustworthy AI for Environmental Science Summer School
miles-guess
Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
evidential
Exploring deep evidential methods
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.
FogNet
Fog Prediction using 3D CNN with dense block and attention
py-mint
Python scripts for machine learning interpretability methods
time-series
Umbrella directory for time-series investigations
evidential-apps
Applications of the evidential models