Deploying Models to Flask
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Deploying Models to Flask
A walk-through on how to deploy machine learning models for user interaction using Python and Flask
Jul 1 ·8min read
Code for this project can be found here .
Y ou’ve built a model using Pandas, Sci-kit Learn, and Jupyter Notebooks. The results look great in your notebooks, but how do you share what you’ve made with others?
To share models, we need to deploy them, ideally to some website, or at minimum using Python files. Today I will walk you through the process of deploying a model to a website using Python and Flask using my chatroom toxicity classifier models as an example. This article assumes you know how to write Python code, know the basics of HTML, and have Flask installed ( pip install flask or conda install flask ). We’ll start by going into the file structure!
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