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followers: 40.0 following: 1.0 repos: 23.0 gists: 107.0

Name: RunsData

Type: User

Company: Duke University

Bio: I run data and ultramarathons.

Twitter: RunsData

Location: Raleigh-Durham, NC

Blog: runsdata.org

Brinnae Bent | @RunsData

I am currently a faculty member in Artificial Intelligence at Duke University, an AI/ML research scientist, and a startup advisor.

As a leader in bridging the gap between research and industry in machine learning, I have led projects and developed algorithms for the largest companies in the world. More importantly, I have built algorithms that have meaningful impacts - from helping people walk to noninvasively monitoring glucose.

My current research interests are in XAI (Explainable AI) and AI in digital health.

RunsData's Projects

1000_genomes_examples

Examples using R and 1000 genomes data

ai_art

aipi540-deep-learning-applications

This repo contains demo code notebooks accompanying the AIPI 540: Deep Learning Applications course in Duke University's Master of Engineering in AI for Product Innovation program

azure-functions-templates

Azure functions templates for the azure portal, CLI, and VS

blogs

bridges_art

Art of a Scientist Exhibit, Duke University, 2021

brinnaebent

cerebralcortex-kernel

cgmquantify

cgmquantify-python package for analyzing glucose and glucose variability

dbdp

Digital Biomarker Discovery Pipeline

dbdp_compression_toolbox

DBDP Compression Toolbox

empatica_data

examples_wesad

heart-rate-variability

python-myfitnesspal

Access your meal tracking data stored in MyFitnessPal programatically

rforengineers

Digital Pedagogy Final Project

semantic-consistency-score

Semantic Consistency Score for measuring the consistency of image generation in diffusion models.

startbootstrap-resume

A Bootstrap 4 resume/CV theme created by Start Bootstrap

strava_in_r

In progress Running Analysis from the Strava API in R

towardstransaparentai_vghc2020

transfer-learning-with-tradaboost

Scikit-learn style implementation of TrAdaBoost algorithm

wearablecompute

wearablecompute is an open source Python package containing over 50 data and domain-driven features that can be computed from wearables and mHealth sensor data.

wearablevar

Wearable Variability Package for Python

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