Data Collection
The links below are all for data collection.
- DataCollection.py - main program which makes requests to Riot servers and exports data to an Excel document
- championWinRate.xlsx - Excel sheet with champion win rates for use with DataCollection.py
Neural Network
The links below are all for the neural network.
- ImportData.m - simple function which imports the data from the specified excel document and defines inputs and desired outputs
- NeuralNetwork.m - matlab script which creates a neural network and trains on the defined inputs and outputs
Raw Data
The links below are all for the data used in this project.
- InputData1.xls - first attempt at data collection (unsorted - no bias for different lanes)
- InputData2.xls - second attempt at data collection (sorted - bias for different lanes)