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Predictive Modeling and Optimization for Daily Fantasy Sports

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kweithers/mlb-fanduel

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This repository is for a MLB Fantasy Sports Project that contains 3 roughly parts:

  1. Scrape reference data using the Selenium and BeautifulSoup packages in Python

  2. Train a xgboost model to predict player scores

  3. Run a multiple constraints knapsack optimzation problem to find the best lineup for a given day

Here is an example output:

alt text

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Predictive Modeling and Optimization for Daily Fantasy Sports

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