hahnicity

pytrader

An open source trading bot to leverage machine learning in the stock market

flowzillow

Intuitive Zillow API wrapper using requests

ventMAP

Open Source Multi-Purpose Ventilator Analytics Library

pytorch-lung-segmentation

Lung segmentation and Bone Shadow Elimination with Pytorch and U-Net.

ventmode

Reproducible ventilation mode machine learning.

ucdpv_vent_infrastructure

Raspberry Pi and server infrastructure for the UCDPV ventilator waveform collection effort

ucdpv_pva_ml

Machine Learning Model Construction for Detecting Patient Ventilator Asynchrony

apl

Annotation PipeLine for ventilator waveform annotation

NIH_F31_Grant

My NIH F31 grant I did in 2017 and submitted to the NHLBI. Can be used for example or formatting purposes.

RealTimeVentView

An iOS application for viewing ventilator data in real time

apnea-ecg-test-dataset-annotations

Annotations for Apnea-ECG test dataset. Because it feels untrustworthy to keep these annotations in a hidden archive site on physionet.

ardsdetection

deepards

Deep Learning for ARDS Detection with Ventilator Waveform Data

ventparliament

Benchmarking Suite/Data for Single Chamber Compliance/Resistance Modeling Algorithms

ansible-rabbitmq

Ansible role configuring RabbitMQ cluster

Arduino

ESP8266 core for Arduino

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

dtwco

dtwco: constrained Dynamic Time Warping implementation in python

fuzzy-clustering

Gustafson Kessel & Fuzzy C-Means Implementation

hahnicity.github.io

projects page for

kshape

Python implementation of k-Shape

masters_thesis

My crazy long masters thesis

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

nonin-3230-ble

Nonin 3230 BLE library for Node.js

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).

pytorch.cyclic.learning.rate

Using the CLR algorithm for training (https://arxiv.org/abs/1506.01186)

submission

Submission is a Kaggle-like platform to manage machine learning competitions.

ucd-cxr

ultra-thin-PRM

Weakly Supervised Instance Segmentation using Class Peak Response, in CVPR 2018 (Spotlight)

weak_deepards