DeepBurner / dota2ml

Data analysis and machine learning using Dota2 data provided by OpenDota API.

dota2ml

dota.py

Acquires data using the OpenDota API and processes the JSON to create a dictionary with necessary data.

dota2.py

Parses the matches to create a data frame.

dota3.py

Vectorizes the data with one-hot encoding.

dota4.py

Different ML algorithms are applied to the data.