https://github.com/frederickroman/divorce-predictor
This is a divorce predictor using a neural network. The moded is trained on the UCI dataset using tensorflow, then converted to tfjs. (This is the model used in the Divorsee app.)
https://github.com/frederickroman/divorce-predictor
classification divorce-prediction neural-network tensorflow tensorflow-tutorials tensorflow2 tensorflowjs
Last synced: 3 months ago
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This is a divorce predictor using a neural network. The moded is trained on the UCI dataset using tensorflow, then converted to tfjs. (This is the model used in the Divorsee app.)
- Host: GitHub
- URL: https://github.com/frederickroman/divorce-predictor
- Owner: FrederickRoman
- License: mit
- Created: 2022-01-24T03:06:50.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-02-10T05:22:33.000Z (over 3 years ago)
- Last Synced: 2025-04-07T16:19:54.010Z (3 months ago)
- Topics: classification, divorce-prediction, neural-network, tensorflow, tensorflow-tutorials, tensorflow2, tensorflowjs
- Language: Jupyter Notebook
- Homepage: https://divorsee.netlify.app
- Size: 33.2 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# divorce-predictor
This is a divorce predictor using a neural network. The moded is trained on the UCI dataset using tensorflow, then converted to tfjs. It runs on a python jupyter notebook.
## Getting Started
This 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.
### Prerequisites
Python>=3.8.6
```
math
pandas
numpy
tensorflow
tensorflowjs
```
## External deployment (not on this repo)
This 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).
### Citation (Data)
Yöntem, M , Adem, K , İlhan, T , Kılıçarslan, S. (2019). DIVORCE PREDICTION USING CORRELATION BASED FEATURE SELECTION AND ARTIFICIAL NEURAL NETWORKS.
Nevşehir Hacı Bektaş Veli University SBE Dergisi, 9 (1), 259-273.
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