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digitalepidemiologylab's Projects

aerosol icon aerosol

Code and data for the paper "Assessing the Dynamics and Control of Droplet- and Aerosol-Transmitted Influenza Using an Indoor Positioning System" Edit Add topics

caffe icon caffe

Caffe: a fast open framework for deep learning.

concept_drift_paper icon concept_drift_paper

This repository contains data & code necessary to reproduce the paper "How machine learning concept drift can negatively affect social media analysis"

content_changes_paper icon content_changes_paper

Analysis of changes measured on Twitter data of users reporting their infection to SARS-CoV-2

covid-sources-timeliness icon covid-sources-timeliness

This repository contains the code and data to compare timeliness of COVID-19 sources (website vs social media)

covid-stream icon covid-stream

Code specific to the Twitter Labs endpoint for COVID-19 using Amazon Kinesis Firehose

crowdbreaks-paper icon crowdbreaks-paper

Material related to paper "Crowdbreaks: Tracking Health Trends using Public Social Media Data and Crowdsourcing"

crowdbreaks-streamer icon crowdbreaks-streamer

Crowdbreaks Near Real-Time Twitter Streamer. Pipeline: Twitter API v1 → Kinesis Firehose → S3 → Lambda (+ Sagemaker endpoint) → Elasticsearch

deepdetect icon deepdetect

Deep Learning API and Server in C++11 with Python bindings and support for Caffe, Tensorflow and XGBoost

experts-covid19-twitter icon experts-covid19-twitter

Data and materials for the paper "Experts and Authorities receive disproportionate attention on Twitter during the COVID-19 crisis"

fasttext icon fasttext

Library for fast text representation and classification.

fuel icon fuel

A data pipeline framework for machine learning

global-commons icon global-commons

Code for "Governing the Global Commons with Local Institutions",(2012) Plos One

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