A Realtime Application to analyze the performance of AutoML Pipelines

Refer to the AutoMLizer Blog

• assets include the required css, images and other required js files
• aml_config.py is the config file for TPOT's hyperparameter search. For more information refer to TPOT documentation
• app.py: The main application
• aml.py: Runs TPOT
• util.py: Set of utility functions required by automlizer

1. Clone the repository
2. pip install -r requirements.txt
3. python3 app.py

1. Currently, the relationship between the selection of the label and the problem type is not coded - hence selecting the correct problem type and metric is essential
2. This is a non-database lite version of the actual application and hence the state is not managed.