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Scalable Machine Learning and Deep Learning, Lab1, 2023

About

In this repository you can find:

iris contains the code presented during the Lab1 by the professor, whereas wine_quality is the project developed by us.

After the environments is set, via pip giving requirements.txt as input or via conda giving environment.yml as input, and the API Key are set in Modal, Hopsworks, HuggingFace and in your environment as environment variables, both the projects are completely runnable.


Software used

Visual Studio Code - main IDE

GitKraken - github

Gradio & HuggingFace - GUI

Modal - run daily remote script

Hopsworks - MLOps platform