Code Generation

Procedure

  1. Click the required use case Publish button.
  2. Select the MLaC option from packages in the available options.
    Note: Code Generation is currently available for ‘Classification’, ‘Regression’ and ‘ Timeseries’ Problem Type only (only ML algorithms are supported for Classification and Regression and MLP and LSTM is supported for Timeseries).
  3. Click the Generate Code button for generating code.
  4. Success message will be generated after code generation process finished. The Path of the generated code will be displayed.
    Example: #C:\Users\Username\AppData\Local\Programs\HCLTech\AION\data\target\AI0034\1\publish\MLaC
  5. Each component has the following files:
    • Docker file: Required for creating the Docker image.
    • Requirements.txt: Required for installing the python packages in Docker.
    • Script: This script will be executed as a part of Machine Learning pipeline.
    • Configuration: Configuration required to execute script.