Pinned Repositories
alinajadebarnett.github.io
Personal website for Alina Jade Barnett. (Modified from airoldi.github.io, svmiller.github.io, and volfovsky.github.io, uses Jekyll and Academicons.)
AoC2015
My solutions to the Advent of Code 2015 problems. https://adventofcode.com/2015
AoC2016
My solutions to the Advent of Code 2016 problems. https://adventofcode.com/2016
AoC2020
My solutions to the 2020 Advent of Code challenge problems.
iaiabl
This code repository is associated with the paper "A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography." Nature Machine Intelligence, 2021. https://www.nature.com/articles/s42256-021-00423-x
interpmammo
A landing page about interpretable mammography projects from our research group.
ProtoPNet
This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).
PDSR
Submission to the PIRM2018 Super Resolution Contest
Kaggle-Santas-Workshop-Tour-2019
This is for work on the Santa's Workshop Tour 2019 Kaggle competition.
ActiveLearningShapes
Repo for conducting an active learning model to help classify shape of breast cancer lesions. Integrated with a UNet model to provide better predictions
alinajadebarnett's Repositories
alinajadebarnett/iaiabl
This code repository is associated with the paper "A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography." Nature Machine Intelligence, 2021. https://www.nature.com/articles/s42256-021-00423-x
alinajadebarnett/interpmammo
A landing page about interpretable mammography projects from our research group.
alinajadebarnett/alinajadebarnett.github.io
Personal website for Alina Jade Barnett. (Modified from airoldi.github.io, svmiller.github.io, and volfovsky.github.io, uses Jekyll and Academicons.)
alinajadebarnett/AoC2015
My solutions to the Advent of Code 2015 problems. https://adventofcode.com/2015
alinajadebarnett/AoC2016
My solutions to the Advent of Code 2016 problems. https://adventofcode.com/2016
alinajadebarnett/AoC2020
My solutions to the 2020 Advent of Code challenge problems.
alinajadebarnett/ProtoPNet
This code package implements the prototypical part network (ProtoPNet) from the paper "This Looks Like That: Deep Learning for Interpretable Image Recognition" (to appear at NeurIPS 2019), by Chaofan Chen* (Duke University), Oscar Li* (Duke University), Chaofan Tao (Duke University), Alina Jade Barnett (Duke University), Jonathan Su (MIT Lincoln Laboratory), and Cynthia Rudin (Duke University) (* denotes equal contribution).