This is the local version of the cloud based application that provides a unified platform for building Machine Learning models. It is a web application that exposes scikit-learn library as a service. It serves as an interactive platform for parameter tuning, feature selection and model evaluation.
Note: With a few changes, this application can be customized to be hosted on the cloud. I had hosted this application on AWS EC2 and used AWS S3 as a storage layer for the application.
To run this application locally, you need to have the following components installed on your local machine:- Python3
- Bokeh
- Flask
- Easy to use & understand.
- Makes it easy to experiment with various machine learning algorithms
- Dynamic visualization of results.
- Easy hyper-parameter tuning.
- Provides ability to save plots locally.
Just run python application.py