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Update (#1)
* round 2 update starts * add code examples * header * research * team * open source * sponsors * update open source data file * allow pointer events on map * analyze * AID section update * open source Co-authored-by: Andrii S <[email protected]>
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‎.gitignore‎

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/_site
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.DS_Store
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vendor/
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*.lock

‎.vscode/settings.json‎

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{
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"cSpell.enabled": false
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}

‎README.md‎

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* **For Development** Run `gulp` to bundle assets (js/styles) and generate website into *_site* folder
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* **For Editing** should be using `bundle exec jekyll serve` to run server or *Option with force livereload browser `bundle exec jekyll serve --livereload`*
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*Dev Note:* Check gulpfile.js for automated tasks, like `gulp purgecss` to update critical css
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*Dev Note:*
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- Check gulpfile.js for automated tasks, like `gulp purgecss` to update critical css
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- For local development, change url to localhost in `_config.yml`

‎_config.yml‎

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# baseurl: # the subpath of your site, e.g. /blog/
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# sintel-dev.github.io
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url: "https://sintel-dev.github.io" # the base hostname & protocol for your site
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# url: "http://localhost:3000" # the base hostname & protocol for your site
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# url: "https://sintel-dev.github.io" # the base hostname & protocol for your site
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url: "http://localhost:3000" # the base hostname & protocol for your site
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# url: "https://sintel.dev" # the base hostname & protocol for your site
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twitter_username: jekyllrb
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github_username: jekyll

‎_data/design-team.yaml‎

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- name: SERGIU OJOC
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image: sergiu.png
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title: Frontend Developer
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info: DAI Lab, MIT
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- name: IULIA IONESCU
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image: iulia.png
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title: UI/UX Designer
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info: DAI Lab, MIT
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- name: ARASH AKHGARI
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image: arash.jpg
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title: Animator & Graphic Designer
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info: DAI Lab, MIT

‎_data/navigation.yml‎

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items:
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- title: Libraries
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dropBar: libraries
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url:
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subItems: true
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isDropdown: true
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info_text:
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info_url:
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heading: Core Libraries
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items:
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- title: SigPro
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slug: sintel-dev/SigPro
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subtitle: Featurize time series with domain knowledge encoded for machine learning uses.
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image: /images/tabs/img/Sintel-interface-01.png
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icon: /images/tabs/sigpro.svg
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- title: Pyteller
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slug: sintel-dev/sintel
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subtitle: Forecast time series data with user-friendly APIs.
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image: /images/tabs/img/Sintel-interface-02.png
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icon: /images/tabs/pyteller.svg
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- title: ORION
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slug: sintel-dev/Orion
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subtitle: Detect time series anomalies (rare patterns) intelligently and flag them for expert review.
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image: /images/tabs/img/Sintel-interface-03.png
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icon: /images/tabs/orion.svg
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- title: MTV
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slug: sintel-dev/MTV
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subtitle: Contains a suite of visualization components to support human-in-the-loop analysis workflow.
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image: /images/tabs/img/Sintel-interface-04.png
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icon: /images/tabs/mtv.svg
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- title: Developers
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isDropdown: true
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dropBar: resources
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subItems: true
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column_one:
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heading: Developer tools
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items:
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- title: Sintel Rest API
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icon: /images/nav/API-Icon.svg
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url: "#"
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- title: Python Client
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icon: /images/nav/Client-Icon.svg
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url: "#"
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- title: Documentation
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icon: /images/nav/Doc-Icon.svg
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url: "#"
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column_two:
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heading: Use Cases
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items:
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- title: Spacecraft
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subtitle: Monitor spacecraft telemetry and solve an unsupervised time series anomaly detection problem.
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image: /images/nav/SpaceCraft-Icon.svg
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cta_text: Read the post
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url: "https://ieeexplore.ieee.org/abstract/document/9552849"
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- title: Wind Turbine
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subtitle: Monitor wind energy production systems and solve a time series classification problem.
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image: /images/nav/WindTurbine-Icon.svg
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cta_text: Read the post
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url: "https://ieeexplore.ieee.org/abstract/document/9555810"
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- title: Water
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subtitle: Monitor water distribution and delivery networks and address time series classification and regression problems.
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image: /images/nav/Water-Icon.svg
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cta_text: Read the post
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url: "https://ieeexplore.ieee.org/abstract/document/9555810"
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info_text: "https://github.com/signals-dev"
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info_url: "https://github.com/signals-dev"
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- title: Publications
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url: "#publications"
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- title: Team
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url: "#team"
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- title: GitHub
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url: "https://github.com/sintel-dev"
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- title: Blog
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url: "https://medium.com/@dailabmit"
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- title: Contact
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url: "#contact"
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url: "https://medium.com/@dailabmit"

‎_data/open-sources-libs.yml‎

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- Library_name: Orion
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badge_name: Orion
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image_name: Orion
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Github_Link: "https://github.com/sintel-dev/Orion"
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github_owner: "sintel-dev"
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github_repo: "Orion"
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Theme: ML Task
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Text_in_it: "Identifies anomalous time series segments."
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website: https://signals-dev.github.io/Orion/
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Stackoverflow: ''
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slack_link: ''
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docs_link: "https://sintel.dev/Orion/"
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- Library_name: Draco
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badge_name: Draco
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image_name: Draco
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Github_Link: "https://github.com/sintel-dev/Draco"
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github_owner: "sintel-dev"
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github_repo: "Draco"
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Theme: ML Tasks
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Text_in_it: "Classifies time series segments into particular categories."
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website: https://github.com/sintel-dev/Draco
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Stackoverflow: ''
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slack_link: ''
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docs_link: "https://sintel.dev/Draco/"
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- Library_name: pyteller
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badge_name: pyteller
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image_name: pyteller
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Github_Link: "https://github.com/sintel-dev/pyteller"
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github_owner: "sintel-dev"
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github_repo: "pyteller"
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Theme: ML Tasks
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Text_in_it: "Predicts future values by analyzing past trends."
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website: https://github.com/sintel-dev/pyteller
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Stackoverflow: ''
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slack_link: ''
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docs_link: ''
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- Library_name: ml-stars
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badge_name: ml-stars
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image_name: ml-stars
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Github_Link: "https://github.com/sintel-dev/ml-stars"
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github_owner: "sintel-dev"
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github_repo: "ml-stars"
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Theme: ML Tasks, Benchmarking
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Text_in_it: "Stores a collection of pipelines that will be used by Orion, Draco, and Pyteller."
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website: https://github.com/sintel-dev/ml-stars
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Stackoverflow:
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slack_link: ''
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docs_link: ""
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- Library_name: TSGym
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badge_name: TSGym
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image_name: TSGym
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Github_Link: "https://github.com/sintel-dev/TSGym"
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github_owner: "sintel-dev"
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github_repo: "TSGym"
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Theme: Benchmarking
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Text_in_it: "Benchmarks machine learning models for different tasks."
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website: https://github.com/sintel-dev/TSGym
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Stackoverflow:
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slack_link: ''
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docs_link: ""
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- Library_name: Sintel
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badge_name: Sintel
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image_name: Sintel
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Github_Link: "https://github.com/sintel-dev/sintel"
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github_owner: "sintel-dev"
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github_repo: "Sintel"
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Theme: User Interactions
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Text_in_it: "Enables your team to build human-in-the-loop analytics workflow with predefined RESTFul APIs and MongoDB Schema."
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website: https://github.com/sintel-dev/sintel
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Stackoverflow:
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slack_link: ''
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docs_link: "http://mtv.lids.mit.edu:3000/redoc"
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- Library_name: MTV
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badge_name: MTV
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image_name: MTV
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Github_Link: "https://github.com/sintel-dev/MTV"
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github_owner: "sintel-dev"
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github_repo: "sintel"
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Theme: User Interactions
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Text_in_it: "Integrates a suite of visualization techniques to support complex analytic workflow with human-in-the-loop "
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website: https://github.com/sintel-dev/MTV
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Stackoverflow:
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slack_link: ''
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docs_link: ''
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- Library_name: gpe
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badge_name: gpe
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image_name: gpe
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Github_Link: "https://github.com/sintel-dev/gpe"
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github_owner: "sintel-dev"
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github_repo: "gpe"
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Theme: Data Labeling
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Text_in_it: "Creates labeling functions to search occurrences of specific types of events in the past."
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website: https://github.com/sintel-dev/gpe
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Stackoverflow:
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slack_link: ''
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docs_link: ''
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- Library_name: SigPro
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badge_name: SigPro
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image_name: SigPro
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Github_Link: "https://github.com/sintel-dev/SigPro"
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github_owner: "sintel-dev"
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github_repo: "SigPro"
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Theme: Signal Processing
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Text_in_it: "Featurizes time series with domain knowledge encoded for machine learning uses."
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website: https://sintel.dev
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Stackoverflow:
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slack_link: ''
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docs_link: ''

‎_data/publications.yaml‎

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- title: >-
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TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks
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Sintel: A Machine Learning Framework to Extract Insights from Signals
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subtitle: >-
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Alexander Geiger, Dongyu Liu, Sarah Alnegheimish, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
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tag: BigData
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tag_text: IEEE International Conference on BigData, 2020
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download_text: "[pdf] [talk] [code] [media] [blog] [bib]"
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image: /images/Publication-Icon.svg
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cta_text: GitHub start > 450
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cta_url: "https://ieeexplore.ieee.org/abstract/document/9552849"
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Sarah Alnegheimish, Dongyu Liu, Carles Sala, Laure Berti-Equille, Kalyan Veeramachaneni
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tag: SIGMOD
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tag_text: International Conference on Management of Data, 2022
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image: /images/publications/sintel.png
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links:
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- name: "pdf"
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url: ""
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- name: "talk"
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url: ""
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- name: "code"
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url: ""
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- name: "media"
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url: ""
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- name: "blog"
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url: ""
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- name: "bib"
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url: ""
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- title: >-
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TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks
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MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series
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subtitle: >-
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Alexander Geiger, Dongyu Liu, Sarah Alnegheimish, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
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tag: BigData
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tag_text: IEEE International Conference on BigData, 2020
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download_text: "[pdf] [talk] [code] [media] [blog] [bib]"
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image: /images/Publication-Icon.svg
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cta_text: GitHub start > 450
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cta_url: "https://ieeexplore.ieee.org/abstract/document/9552849"
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Dongyu Liu, Sarah Alnegheimish, Alexandra Zytek, Kalyan Veeramachaneni
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tag: CSCW
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tag_text: The ACM Conference on Computer Supported Cooperative Work, 2022
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image: /images/publications/mtv.png
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links:
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- name: "pdf"
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url: ""
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- name: "talk"
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url: ""
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- name: "code"
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url: ""
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- name: "media"
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url: ""
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- name: "blog"
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url: ""
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- name: "bib"
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url: ""
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- title: >-
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TadGAN: Time Series Anomaly Detection Using Generative Adversarial Networks
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Alexander Geiger, Dongyu Liu, Sarah Alnegheimish, Alfredo Cuesta-Infante, Kalyan Veeramachaneni
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tag: BigData
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tag_text: IEEE International Conference on BigData, 2020
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download_text: "[pdf] [talk] [code] [media] [blog] [bib]"
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image: /images/Publication-Icon.svg
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cta_text: GitHub start > 450
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image: /images/publications/tadgan.svg
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cta_text: GitHub stars > 450
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cta_url: "https://ieeexplore.ieee.org/abstract/document/9552849"
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links:
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- name: "pdf"
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url: ""
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url: ""
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- name: "code"
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- name: "bib"
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url: ""
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‎_data/rd-team.yaml‎

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‎_data/sponsors.yml‎

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- name: ses
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image: images/sponsors/ses.jpeg
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url: "https://www.ses.com/"
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width: 12rem
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- name: iberdrola
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image: images/sponsors/iberdrola.png
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url: "https://www.iberdrola.com/"
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width: 20rem

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