https://github.com/psygo/wages_statistics

Predicting Wages with Neural Networks using Keras
https://github.com/psygo/wages_statistics

Last synced: 4 days ago
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Predicting Wages with Neural Networks using Keras

• Host: GitHub
• URL: https://github.com/psygo/wages_statistics
• Owner: psygo
• Created: 2018-09-25T23:48:35.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-09-25T23:49:19.000Z (over 6 years ago)
• Last Synced: 2024-11-07T18:50:39.402Z (about 2 months ago)
• Language: Jupyter Notebook
• Homepage: http://fanaro.com.br/the-power-of-neural-networks-simple-wage-predictions-with-keras/
• Size: 270 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Predicting Wages with Neural Networks

The main file of this repo is the `Wages.ipynb` Jupyter Notebook. In it, you will find:

- A Keras Neural Network Model

- A Linear Regression Model using Scikit-Learn

- Various Data and Model Plots

The other files are:

- `hourly_wages.csv` which holds all the data.

- `map_model.py` which tries to find the best values for the number of units in the Neural Network.

- `wages.py` which holds the models and the plots that are in the Jupyter Notebook.