Machine Learning Model Dashboard

Creating dashboards to interpret machine learning model

Nowadays, creating a machine learning model is easy because of different python libraries that are in the market like sklearn, lazypredict, etc. These libraries are easy to use and used to create different types of models along with different types of visualizations and find out the model performance. If you don’t know how lazy prediction works, check out the article given below.

Build Multiple Machine Learning Models Easily

The main challenge nowadays is that models are not interpreted easily which makes it difficult for a non-technical person to understand and interpret the logic and how the model is working.

Explainer dashboard is an open-source python library that creates machine learning model dashboards that can be used to easily understand and analyze the important factors on which the model is working like feature importance, model performance, visualizations, etc.