/DeepHoops

Neural Network for predicting daily fantasy basketball performance. Utilizes NN and CSP concepts

Primary LanguageJupyter Notebook

FantasyBasketbalML

  • I am currently working on version two of this implementation. All the code in the old version can be found here

Machine Learning/AI algorithm to predict daily fantasy basketball points. Utilizes regression, ANN, and RNN architectures

Visit my blog on medium.com to follow through the entire tutorial!

https://medium.com/@HeeebsInc

Distribution of Fan Duel Points Scored

Distributions

Multivariate Linear Regression

Linear Scatter

Linear Coefficients

Artificial Neural Network (ANN)

Loss and Validation ANN

Recurrent Neural Network (LSTM)

Loss and Validation RNN

Comparing Performance

Performace Comparison Linear, ANN, RNN