{"id":15159274,"url":"https://github.com/frederickroman/divorce-predictor","last_synced_at":"2025-08-01T07:04:53.964Z","repository":{"id":112471942,"uuid":"451298716","full_name":"FrederickRoman/divorce-predictor","owner":"FrederickRoman","description":"This is a divorce predictor using a neural network. The moded is trained on the UCI dataset using tensorflow, then converted to tfjs. 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The moded is trained on the UCI dataset using tensorflow, then converted to tfjs. It runs on a python jupyter notebook.\n\n## Getting Started\n\nThis project is self-contained. It has both the data and the code. All you need to meet the prerequisites and run the jupyter notebook cells in train.ipynb.\n\n### Prerequisites\n\nPython\u003e=3.8.6\n\n```\nmath\npandas \nnumpy \ntensorflow \ntensorflowjs\n```\n## External deployment (not on this repo)\n\nThis is the model was trained and converted to tfjs to be used on the [Divorsee](https://divorsee.netlify.app) client-side web app. It runs live [here](https://divorsee.netlify.app) and its repository is [here](https://github.com/FrederickRoman/Divorsee).\n\n\u003cdiv style=\"display:flex; flex-direction:column;\"\u003e\u003cimg src=\"https://github.com/FrederickRoman/Divorsee/blob/main/src/assets/icons/icon-512x512.png\" alt=\"Divorsee logo\" height=\"200\"/\u003e\n\u003cimg src=\"https://github.com/FrederickRoman/Divorsee/blob/main/docs/mockups/Result_iPhone%205_SE.png\" height=\"200\" alt=\"Results mockup\"/\u003e\n\u003c/div\u003e\n\n### Citation (Data)\n\nYöntem, M , Adem, K , İlhan, T , Kılıçarslan, S. (2019). DIVORCE PREDICTION USING CORRELATION BASED FEATURE SELECTION AND ARTIFICIAL NEURAL NETWORKS. \nNevşehir Hacı Bektaş Veli University SBE Dergisi, 9 (1), 259-273. \nRetrieved from [dergipark.org.tr/nevsosbilen/issue/46568/549416](dergipark.org.tr/nevsosbilen/issue/46568/549416)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffrederickroman%2Fdivorce-predictor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffrederickroman%2Fdivorce-predictor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffrederickroman%2Fdivorce-predictor/lists"}