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MLSToolbox/mls_code_generator

MLSToolbox Code Generator

Python Tests and Coverage codecov

MLSToolbox Code Generator is a user-friendly, extensible, and comprehensive tool designed to support data scientists in automating the creation of high-quality ML pipelines based on the application of the core software engineering design principles (cohesion, coupling and object-oriented SOLID principles).

Documentation

You can find all the information you need in our WIKI!.

Demos

This video shows how to use the MLSToolbox Pipeline Code generator to define a pipeline and generate the code to create the ML model. More details about the example used in this video are available at mls_code_generator Wiki.

Pipeline.Code.Generator.Diabetes_576.mp4

You can find more videos at mls_code_generator Wiki.

Deployment

docker build -t server_mls .
docker run -d -p 5000:5000 server_mls

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A Python component for mainly generating Python code for the ML pipelines defined in the editor

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