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<!doctype html>
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<title>Team - RAPIDS</title>
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RAPIDS
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Team
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Initializing search
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<ol class="md-search-result__list"></ol>
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_2" type="checkbox" id="__nav_2" >
<label class="md-nav__link" for="__nav_2">
Setup
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</label>
<nav class="md-nav" aria-label="Setup" data-md-level="1">
<label class="md-nav__title" for="__nav_2">
<span class="md-nav__icon md-icon"></span>
Setup
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<li class="md-nav__item">
<a href="../setup/overview/" class="md-nav__link">
Overview
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Minimal Example
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<a href="../setup/installation/" class="md-nav__link">
Installation
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<a href="../setup/configuration/" class="md-nav__link">
Configuration
</a>
</li>
<li class="md-nav__item">
<a href="../setup/execution/" class="md-nav__link">
Execution
</a>
</li>
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Citation
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_3" type="checkbox" id="__nav_3" >
<label class="md-nav__link" for="__nav_3">
Data Streams
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Data Streams" data-md-level="1">
<label class="md-nav__title" for="__nav_3">
<span class="md-nav__icon md-icon"></span>
Data Streams
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../datastreams/data-streams-introduction/" class="md-nav__link">
Introduction
</a>
</li>
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_3_2" type="checkbox" id="__nav_3_2" >
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Phone
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</label>
<nav class="md-nav" aria-label="Phone" data-md-level="2">
<label class="md-nav__title" for="__nav_3_2">
<span class="md-nav__icon md-icon"></span>
Phone
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../datastreams/aware-mysql/" class="md-nav__link">
aware_mysql
</a>
</li>
<li class="md-nav__item">
<a href="../datastreams/aware-csv/" class="md-nav__link">
aware_csv
</a>
</li>
<li class="md-nav__item">
<a href="../datastreams/aware-influxdb/" class="md-nav__link">
aware_influxdb (beta)
</a>
</li>
<li class="md-nav__item">
<a href="../datastreams/mandatory-phone-format/" class="md-nav__link">
Mandatory Phone Format
</a>
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_3_3" type="checkbox" id="__nav_3_3" >
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Fitbit
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Fitbit
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../datastreams/fitbitjson-mysql/" class="md-nav__link">
fitbitjson_mysql
</a>
</li>
<li class="md-nav__item">
<a href="../datastreams/fitbitjson-csv/" class="md-nav__link">
fitbitjson_csv
</a>
</li>
<li class="md-nav__item">
<a href="../datastreams/fitbitparsed-mysql/" class="md-nav__link">
fitbitparsed_mysql
</a>
</li>
<li class="md-nav__item">
<a href="../datastreams/fitbitparsed-csv/" class="md-nav__link">
fitbitparsed_csv
</a>
</li>
<li class="md-nav__item">
<a href="../datastreams/mandatory-fitbit-format/" class="md-nav__link">
Mandatory Fitbit Format
</a>
</li>
</ul>
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<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_3_4" type="checkbox" id="__nav_3_4" >
<label class="md-nav__link" for="__nav_3_4">
Empatica
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</label>
<nav class="md-nav" aria-label="Empatica" data-md-level="2">
<label class="md-nav__title" for="__nav_3_4">
<span class="md-nav__icon md-icon"></span>
Empatica
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../datastreams/empatica-zip/" class="md-nav__link">
empatica_zip
</a>
</li>
<li class="md-nav__item">
<a href="../datastreams/mandatory-empatica-format/" class="md-nav__link">
Mandatory Empatica Format
</a>
</li>
</ul>
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</li>
<li class="md-nav__item">
<a href="../datastreams/add-new-data-streams/" class="md-nav__link">
Add New Data Streams
</a>
</li>
</ul>
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<label class="md-nav__link" for="__nav_4">
Behavioral Features
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</label>
<nav class="md-nav" aria-label="Behavioral Features" data-md-level="1">
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<span class="md-nav__icon md-icon"></span>
Behavioral Features
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../features/feature-introduction/" class="md-nav__link">
Introduction
</a>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4_2" type="checkbox" id="__nav_4_2" >
<label class="md-nav__link" for="__nav_4_2">
Phone
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Phone" data-md-level="2">
<label class="md-nav__title" for="__nav_4_2">
<span class="md-nav__icon md-icon"></span>
Phone
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../features/phone-accelerometer/" class="md-nav__link">
Phone Accelerometer
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-activity-recognition/" class="md-nav__link">
Phone Activity Recognition
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-applications-crashes/" class="md-nav__link">
Phone Applications Crashes
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-applications-foreground/" class="md-nav__link">
Phone Applications Foreground
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-applications-notifications/" class="md-nav__link">
Phone Applications Notifications
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-battery/" class="md-nav__link">
Phone Battery
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-bluetooth/" class="md-nav__link">
Phone Bluetooth
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-calls/" class="md-nav__link">
Phone Calls
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-conversation/" class="md-nav__link">
Phone Conversation
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-data-yield/" class="md-nav__link">
Phone Data Yield
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-keyboard/" class="md-nav__link">
Phone Keyboard
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-light/" class="md-nav__link">
Phone Light
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-locations/" class="md-nav__link">
Phone Locations
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-log/" class="md-nav__link">
Phone Log
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-messages/" class="md-nav__link">
Phone Messages
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-screen/" class="md-nav__link">
Phone Screen
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-wifi-connected/" class="md-nav__link">
Phone WiFI Connected
</a>
</li>
<li class="md-nav__item">
<a href="../features/phone-wifi-visible/" class="md-nav__link">
Phone WiFI Visible
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4_3" type="checkbox" id="__nav_4_3" >
<label class="md-nav__link" for="__nav_4_3">
Fitbit
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Fitbit" data-md-level="2">
<label class="md-nav__title" for="__nav_4_3">
<span class="md-nav__icon md-icon"></span>
Fitbit
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../features/fitbit-data-yield/" class="md-nav__link">
Fitbit Data Yield
</a>
</li>
<li class="md-nav__item">
<a href="../features/fitbit-heartrate-summary/" class="md-nav__link">
Fitbit Heart Rate Summary
</a>
</li>
<li class="md-nav__item">
<a href="../features/fitbit-heartrate-intraday/" class="md-nav__link">
Fitbit Heart Rate Intraday
</a>
</li>
<li class="md-nav__item">
<a href="../features/fitbit-sleep-summary/" class="md-nav__link">
Fitbit Sleep Summary
</a>
</li>
<li class="md-nav__item">
<a href="../features/fitbit-sleep-intraday/" class="md-nav__link">
Fitbit Sleep Intraday
</a>
</li>
<li class="md-nav__item">
<a href="../features/fitbit-steps-summary/" class="md-nav__link">
Fitbit Steps Summary
</a>
</li>
<li class="md-nav__item">
<a href="../features/fitbit-steps-intraday/" class="md-nav__link">
Fitbit Steps Intraday
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item md-nav__item--nested">
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4_4" type="checkbox" id="__nav_4_4" >
<label class="md-nav__link" for="__nav_4_4">
Empatica
<span class="md-nav__icon md-icon"></span>
</label>
<nav class="md-nav" aria-label="Empatica" data-md-level="2">
<label class="md-nav__title" for="__nav_4_4">
<span class="md-nav__icon md-icon"></span>
Empatica
</label>
<ul class="md-nav__list" data-md-scrollfix>
<li class="md-nav__item">
<a href="../features/empatica-accelerometer/" class="md-nav__link">
Empatica Accelerometer
</a>
</li>
<li class="md-nav__item">
<a href="../features/empatica-heartrate/" class="md-nav__link">
Empatica Heart Rate
</a>
</li>
<li class="md-nav__item">
<a href="../features/empatica-temperature/" class="md-nav__link">
Empatica Temperature
</a>
</li>
<li class="md-nav__item">
<a href="../features/empatica-electrodermal-activity/" class="md-nav__link">
Empatica Electrodermal Activity
</a>
</li>
<li class="md-nav__item">
<a href="../features/empatica-blood-volume-pulse/" class="md-nav__link">
Empatica Blood Volume Pulse
</a>
</li>
<li class="md-nav__item">
<a href="../features/empatica-inter-beat-interval/" class="md-nav__link">
Empatica Inter Beat Interval
</a>
</li>
<li class="md-nav__item">
<a href="../features/empatica-tags/" class="md-nav__link">
Empatica Tags
</a>
</li>
</ul>
</nav>
</li>
<li class="md-nav__item">
<a href="../features/add-new-features/" class="md-nav__link">
Add New Features
</a>
</li>
</ul>
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z"/></svg>
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<h1 id="rapids-team">RAPIDS Team<a class="headerlink" href="#rapids-team" title="Permanent link">&para;</a></h1>
<p>If you are interested in contributing feel free to submit a pull request or contact us.</p>
<h2 id="core-team">Core Team<a class="headerlink" href="#core-team" title="Permanent link">&para;</a></h2>
<h3 id="julio-vega-designer-and-lead-developer">Julio Vega (Designer and Lead Developer)<a class="headerlink" href="#julio-vega-designer-and-lead-developer" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Julio Vega is a postdoctoral associate at the Mobile Sensing + Health Institute. He is interested in personalized methodologies to monitor chronic conditions that affect daily human behavior using mobile and wearable data.</p>
<ul>
<li><em>vegaju</em> at <em>upmc</em> . <em>edu</em></li>
<li><a href="https://juliovega.info/">Personal Website</a></li>
</ul>
</details>
<h3 id="meng-li">Meng Li<a class="headerlink" href="#meng-li" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Meng Li received her Master of Science degree in Information Science from the University of Pittsburgh. She is interested in applying machine learning algorithms to the medical field.</p>
<ul>
<li><em>lim11</em> at <em>upmc</em> . <em>edu</em></li>
<li><a href="https://www.linkedin.com/in/meng-li-57238414a">Linkedin Profile</a></li>
<li><a href="https://github.com/Meng6">Github Profile</a></li>
</ul>
</details>
<h3 id="abhineeth-reddy-kunta">Abhineeth Reddy Kunta<a class="headerlink" href="#abhineeth-reddy-kunta" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Abhineeth Reddy Kunta is a Senior Software Engineer with the Mobile Sensing + Health Institute. He is experienced in software development and specializes in building solutions using machine learning. Abhineeth likes exploring ways to leverage technology in advancing medicine and education. Previously he worked as a Computer Programmer at Georgia Department of Public Health. He has a master&rsquo;s degree in Computer Science from George Mason University.</p>
</details>
<h3 id="kwesi-aguillera">Kwesi Aguillera<a class="headerlink" href="#kwesi-aguillera" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Kwesi Aguillera is currently in his first year at the University of Pittsburgh pursuing a Master of Sciences in Information Science specializing in Big Data Analytics. He received his Bachelor of Science degree in Computer Science and Management from the University of the West Indies. Kwesi considers himself a full stack developer and looks forward to applying this knowledge to big data analysis.</p>
<ul>
<li><a href="https://www.linkedin.com/in/kwesi-aguillera-29529823">Linkedin Profile</a></li>
</ul>
</details>
<h3 id="echhit-joshi">Echhit Joshi<a class="headerlink" href="#echhit-joshi" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Echhit Joshi is a Masters student at the School of Computing and Information at University of Pittsburgh. His areas of interest are Machine/Deep Learning, Data Mining, and Analytics.</p>
<ul>
<li><a href="https://www.linkedin.com/in/echhitjoshi/">Linkedin Profile</a></li>
</ul>
</details>
<h3 id="nicolas-leo">Nicolas Leo<a class="headerlink" href="#nicolas-leo" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Nicolas is a rising senior studying computer science at the University of Pittsburgh. His academic interests include databases, machine learning, and application development. After completing his undergraduate degree, he plans to attend graduate school for a MS in Computer Science with a focus on Intelligent Systems.</p>
</details>
<h3 id="nikunj-goel">Nikunj Goel<a class="headerlink" href="#nikunj-goel" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Nik is a graduate student at the University of Pittsburgh pursuing Master of Science in Information Science. He earned his Bachelor of Technology degree in Information Technology from India. He is a Data Enthusiasts and passionate about finding the meaning out of raw data. In a long term, his goal is to create a breakthrough in Data Science and Deep Learning.</p>
<ul>
<li><a href="https://www.linkedin.com/in/nikunjgoel95/">Linkedin Profile</a></li>
</ul>
</details>
<h2 id="community-contributors">Community Contributors<a class="headerlink" href="#community-contributors" title="Permanent link">&para;</a></h2>
<h3 id="agam-kumar">Agam Kumar<a class="headerlink" href="#agam-kumar" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Agam is a junior at Carnegie Mellon University studying Statistics and Machine Learning and pursuing an additional major in Computer Science. He is a member of the Data Science team in the Health and Human Performance Lab at CMU and has keen interests in software development and data science. His research interests include ML applications in medicine.</p>
<ul>
<li><a href="https://www.linkedin.com/in/agam-kumar">Linkedin Profile</a></li>
<li><a href="https://github.com/agam-kumar">Github Profile</a></li>
</ul>
</details>
<h3 id="yasaman-s-sefidgar">Yasaman S. Sefidgar<a class="headerlink" href="#yasaman-s-sefidgar" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://www.linkedin.com/in/ysefidgar/">Linkedin Profile</a></li>
</ul>
</details>
<h3 id="joe-kim">Joe Kim<a class="headerlink" href="#joe-kim" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://www.juseongjoekim.com/">Personal Website</a></li>
</ul>
</details>
<h3 id="brinnae-bent">Brinnae Bent<a class="headerlink" href="#brinnae-bent" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://runsdata.org/">Personal Website</a></li>
</ul>
</details>
<h3 id="stephen-price">Stephen Price<a class="headerlink" href="#stephen-price" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>Carnegie Mellon University</p>
</details>
<h3 id="neil-singh">Neil Singh<a class="headerlink" href="#neil-singh" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><p>University of Virginia</p>
</details>
<h2 id="advisors">Advisors<a class="headerlink" href="#advisors" title="Permanent link">&para;</a></h2>
<h3 id="afsaneh-doryab">Afsaneh Doryab<a class="headerlink" href="#afsaneh-doryab" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://sites.google.com/view/afsanehdoryab">Personal Website</a></li>
</ul>
</details>
<h3 id="carissa-low">Carissa Low<a class="headerlink" href="#carissa-low" title="Permanent link">&para;</a></h3>
<details class="abstract"><summary>About</summary><ul>
<li><a href="https://www.moshi.pitt.edu/people/carissa-low-phd">Profile</a></li>
</ul>
</details>
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