https://github.com/otakmager/projectml-clusteringweb

This repo is the result of a project assignment for a machine learning course at my university which was assisted by other group members. This project is to create a website that can cluster from the models that have been made. This model was created using the KMeans algorithm with 3 clusters that were trained with the seed dataset
https://github.com/otakmager/projectml-clusteringweb

bahasa-indonesia clustering-algorithm flask jupyter-notebook kmeans-clustering numpy pandas pickle python scikit-learn seed-dataset

Last synced: 6 days ago
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This repo is the result of a project assignment for a machine learning course at my university which was assisted by other group members. This project is to create a website that can cluster from the models that have been made. This model was created using the KMeans algorithm with 3 clusters that were trained with the seed dataset

• Host: GitHub
• URL: https://github.com/otakmager/projectml-clusteringweb
• Owner: otakmager
• Created: 2022-11-24T09:47:17.000Z (about 2 years ago)
• Default Branch: master
• Last Pushed: 2022-12-09T00:55:22.000Z (about 2 years ago)
• Last Synced: 2024-12-04T20:40:37.644Z (2 months ago)
• Topics: bahasa-indonesia, clustering-algorithm, flask, jupyter-notebook, kmeans-clustering, numpy, pandas, pickle, python, scikit-learn, seed-dataset
• Language: Python
• Homepage:
• Size: 20.4 MB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# [Project Machine Learning : Clustering with Flask Website](https://github.com/otakmager/projectML-ClusteringWeb)

![Python](https://img.shields.io/badge/python->=3.11.0-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54) ![Jupyter Notebook](https://img.shields.io/badge/jupyter-%23FA0F00.svg?style=for-the-badge&logo=jupyter&logoColor=white)

![Bootstrap](https://img.shields.io/badge/bootstrap->=5.2-%23563D7C.svg?style=for-the-badge&logo=bootstrap&logoColor=white) ![Flask](https://img.shields.io/badge/flask->=2.2-%23000.svg?style=for-the-badge&logo=flask&logoColor=white)

## Introduction

This repo is the result of a project assignment for a machine learning course at my university which was assisted by other group members. This project is to create a website that can cluster from the models that have been made. This model was created using the KMeans algorithm with 3 clusters that were trained with the seed dataset.

## Reminder

This project mostly use Bahasa Indonesia in the documentation but if you read the code it will be easy without having to understand Bahasa Indonesia

## Link Dataset 

- [UCI](https://archive.ics.uci.edu/ml/datasets/seeds)

- [Kaggle](https://www.kaggle.com/datasets/rwzhang/seeds-dataset)

## Tech

This project uses a number of open source projects to work properly:

- HTML, CSS, and JS

- Python

- Flask

- VSCode

- Jupyter Notebook

- Google Colab

## Installation

Clone this repository

```

https://github.com/otakmager/projectML-ClusteringWeb.git

```

Open CMD and install flask

```

pip install Flask

```

Move to work directory (cloned repo)

```

cd projectML-ClusteringWeb

```

Make python environment

```

py -3 -m venv venv

```

Activate the environment

```

venv\Scripts\activate

```

Make sure you have installed numpy, pandas, and scikit learn, if not you must install with this prompt in CMD

```

pip install numpy

pip install pandas

pip install -U scikit-learn scipy matplotlib

```

Open VSCode

```

Change python interpreter to global version 

```

In active CMD or via terminal VSCode in working directory run flask

```

set FLASK_APP=app.py

set FLASK_ENV=development

flask run

```

Open browser and paste the link from flask

```

ex: http://127.0.0.1:5000

```

Finish