Carmen Lai
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  • October 3, 2018
    machine-learning clinical-genetics

    Introducing LEAP: (Machine) Learning from Evidence to Assess Pathogenicity

    If you’re a human reading this post, your DNA is about 99.9% the same as mine. It’s the 0.1%, our genetic variations, which make each of us unique...
    Introducing LEAP: (Machine) Learning from Evidence to Assess Pathogenicity
  • December 13, 2016
    network-analysis recommender-system

    Github Trends: a network-based recommender for open source packages

    Open source software has accelerated innovation and enabled collaboration for people and organizations all over the world. However, discoverability of new technologies has not caught up...
    Github Trends: a network-based recommender for open source packages
  • November 12, 2016
    machine-learning product-analytics

    User Churn Prediction: A Machine Learning Example

    In this post, I will be walking through a machine learning workflow for a user churn prediction problem. The data is from a ride-sharing company and was pulled on July...
    User Churn Prediction: A Machine Learning Example
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