K-MEANS use Django

Web application to cluster data only use csv file upload.

Usage

1. upload your file csv and apply
2. select clustering
3. input number of clusters
4. click start and system automatically create clusters results

Installation

Important

Please install required libraries.

required

• Python 3.12.0 or latest

1. Clone repository

  git clone https://github.com/dkzhen/django-kmeans

OR

https://github.com/dkzhen/django-kmeans/archive/refs/tags/V0.1.zip

2. install dependencies

  pip install -r requirements.txt

3. run your application

  python manage.py  runserver

List dependency versions

$ bundle dependencies versions
+---------------------------+---------+
| pip                       | Version |
+---------------------------+---------+
| cycler                    | 0.10.0  |
| Django                    | 2.2.12  |
| joblib                    | 1.0.0   |
| kiwisolver                | 1.3.1   |
| matplotlib                | 3.3.3   |
| numpy                     | 1.19.5  |
| pandas                    | 1.2.0   |
| Pillow                    | 8.1.0   |
| pyparsing                 | 2.4.7   |
| python-dateutil           | 2.8.1   |
| pytz                      | 2020.5  |
| scikit-learn              | 0.24.0  |
| scipy                     | 1.6.0   |
| seaborn                   | 0.11.1  |
| six                       | 1.15.0  |
| sqlparse                  | 0.4.1   |
| threadpoolctl             | 2.1.0   |
| django-active-link        | 0.1.8   |
+---------------------------+---------+

Team

• Dani
• Putra