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  1. stan4bart-multitreatment-multilevel-causal-analysis stan4bart-multitreatment-multilevel-causal-analysis Public

    Estimating treatment effects of multiple summer events on student acquisition, nested by school.

    R

  2. bambi-mixed-model-bayesian-student-attrition-prediction bambi-mixed-model-bayesian-student-attrition-prediction Public

    Predicting inter-year attrition for students at Success Academy Charter Schools

    Jupyter Notebook

  3. lightgbm-gradient-boosting-student-attrition-prediction lightgbm-gradient-boosting-student-attrition-prediction Public

    Predicting intra-year attrition for students at Success Academy Charter Schools

    Python

  4. student-yield-prediction student-yield-prediction Public

    Repo of several notebooks of research to the best methodology to use for predicting likelihood of student applicant-to-customer conversion. LightGBM ended up performing the best in terms of accurac…

    Jupyter Notebook

  5. nyc-homeless-students nyc-homeless-students Public

    Final project for Messy Data and Machine Learning at NYU Steinhardt, Spring 2020. Project partners: Hope Muller and Heidi Choi

    R

  6. selenium-scraping-google-maps-transit-times selenium-scraping-google-maps-transit-times Public

    Scraping various transit times between student addresses and their respective schools

    Jupyter Notebook