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

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

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
docs		docs
screenshots		screenshots
static		static
templates		templates
.gitignore		.gitignore
README.md		README.md
main.py		main.py
requirements.txt		requirements.txt