{"id":22371529,"url":"https://github.com/otakmager/projectml-clusteringweb","last_synced_at":"2026-04-08T16:03:12.565Z","repository":{"id":163473537,"uuid":"570081577","full_name":"otakmager/projectML-ClusteringWeb","owner":"otakmager","description":"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. 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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.\n\n## Reminder\nThis project mostly use Bahasa Indonesia in the documentation but if you read the code it will be easy without having to understand Bahasa Indonesia\n\n## Link Dataset \n- [UCI](https://archive.ics.uci.edu/ml/datasets/seeds)\n- [Kaggle](https://www.kaggle.com/datasets/rwzhang/seeds-dataset)\n\n## Tech\nThis project uses a number of open source projects to work properly:\n\n- HTML, CSS, and JS\n- Python\n- Flask\n- VSCode\n- Jupyter Notebook\n- Google Colab\n\n## Installation\n\nClone this repository\n```\nhttps://github.com/otakmager/projectML-ClusteringWeb.git\n```\nOpen CMD and install flask\n```\npip install Flask\n```\nMove to work directory (cloned repo)\n```\ncd projectML-ClusteringWeb\n```\nMake python environment\n```\npy -3 -m venv venv\n```\nActivate the environment\n```\nvenv\\Scripts\\activate\n```\nMake sure you have installed numpy, pandas, and scikit learn, if not you must install with this prompt in CMD\n```\npip install numpy\npip install pandas\npip install -U scikit-learn scipy matplotlib\n```\nOpen VSCode\n```\nChange python interpreter to global version \n```\nIn active CMD or via terminal VSCode in working directory run flask\n```\nset FLASK_APP=app.py\nset FLASK_ENV=development\nflask run\n```\nOpen browser and paste the link from flask\n```\nex: http://127.0.0.1:5000\n```\nFinish\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fotakmager%2Fprojectml-clusteringweb","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fotakmager%2Fprojectml-clusteringweb","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fotakmager%2Fprojectml-clusteringweb/lists"}