Discover @eabarnes1010 Open Source projects

Elizabeth Barnes (@eabarnes1010)

eabarnes1010

Stars
73
Global Rank 261,080 (Top 9 %)
Followers 44
Registered almost 8 years ago
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Jupyter Notebook
80.0 %

Python
10.0 %

Fortran
10.0 %
Location 🇺🇸 United States
Country Total Rank 53,362
Country Ranking

Fortran
1,016

Jupyter Notebook
2,974

controlled_abstention_networks

Neural network loss functions for regression and classification tasks that can say "I don't know".

Jupyter Notebook

course_ml_ats

machine learning for the atmospheric sciences - a CSU course

Jupyter Notebook

tlltt

This Looks Like That There: Interpretable neural networks for image tasks when location matters

Jupyter Notebook

course_objective_analysis

material for ATS 655 - Objective Analysis

Jupyter Notebook

actm-sai-csu

AI to detect, attribute, and quantify solar radiation management (SRM) effects and risks under a range of geopolitical scenarios. Project funded by DARPA‐PA‐21‐04‐02.

hurricane_uqcomparisons

comparing different uncertainty quantification methods for neural network hurricane predictions

Jupyter Notebook

ml-hfi

A machine-learning based human footprint index, v1.0.

shash_tfp

SinhArcsinh in tensorflow-probability with additional custom functions

Jupyter Notebook

ml_tutorial_csu

material for the CSU-led machine learning tutorial for earth science research

Jupyter Notebook

ai_weather_to_climate_ats780A8

materials for CSU ATS Weather-to-Climate Data Driven Forecasting

arise_perceived_failure

analysis code for paper on the potential for perceived failure under ARISE-SAI

Jupyter Notebook

tcane_fortran

Joint Hurricane Testbed (JHT) project using neural networks to predict a conditional distribution