Pre-requisite

Make sure you have taipy installed in your Python environment. If not, you can install taipy by calling:

pip install taipy

To run this exercise

To generate the template of this taipy application, please use:

taipy create --template "default"

To run the application, please use:

python main.py

To run the heart disease sample script, please use:

python sample_heart_disease_prediction_script.py

Exercises

For Core

1. How to make the test_model_task return the test result and store the accuracy of the model to an Excel file?
2. How to add validate_model_task to validate the trained model and have a split action of train-validate-test instead of just train-test?
3. How to run only split_data_task and train_model_task without running test_model_task and vice versa using Sequence in taipy?
4. How to leverage taipy's standalone mode to be used in production?

For Gui