zugzawang/dfs

Daily Fantasy Basketball Prediction

dfs

Daily Fantasy Basketball Prediction

Collection of programs to make expected daily fantasy points predictions for Excel spreadsheet of players using machine learning algorithm. Files include:

FD.py: main function.
Requires input: Excel spreadsheet, feature and response variables for machine learning algorithm.
Output: Excel spreadsheet with predictions, updates dataframes of feature and response variables.

DataCollection.py: Responsible for web scraping to collect data for all players.

MachineLearning.py: Functions responsible for modifying and performing analysis on pandas dataframes holding feature and response variables.

MyFunctions.py: Other assorted functions called by main.

Dicts.py: Collection of dictionaries necessary throughout other programs in package.