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Introduction

• Designed a web platform enabling users to interactively manipulate data generation processes and model hyperparameters, with visual feedback of the outcomes
• Demonstrated knowledge and proficiency in the inner workings of various classification algorithms
• Utilized Matplotlib for plotting the data and visualizing the decision boundaries
• Developed an API using Flask to facilitate plot generation
• Implemented thorough error validation mechanisms
• Deployed the website using PythonAnywhere

Techstack

• Python
• Flask
• Scikit-learn
• Matplotlib
• HTML+CSS+JS

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Running the website

The website is already deplyed at https://msr8.dev/classification. However, if you want to run it locally, follow the steps below:

First of all, ensure that git and python are installed on your system. Then run the following commands:

git clone https://github.com/msr8/classification
cd classification
pip install -r requirements.txt
python main.py

And voila, the website should be up and running on http://127.0.0.1:8000