Leafage is a library to extract explanations for the predictions of black-box machine learning methods. LEAFAGE stands for Local Example And Feature-based model-AGnostic Explanation.
An example of the usage of the library is shown in Usage.ipynb.
The project is written in Python 2.7
Plotly is used for visualization. To extract visualizations, you need a free plotly account and set the credentials as follows:
import plotly
plotly.tools.set_credentials_file(username='DemoAccount', api_key='lr1c37zw81')