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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