mtheusrabelo / automl-salary-predictions

Using Auto Machine Learning to predict median salaries

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AutoML Salary Prediction

Description

Using Auto Machine Learning (powered by Autogluon) to predict median salaries based on housing infos.

Dataset

Using the Housing in London dataset available on Kaggle.

Requirements

Poetry

How to install

Please download the dataset and paste it on the data/ folder.

Run the following command:

$ make install

It will install the dependencies using Poetry.

Usage

Please run the following command:

$ make run-dev

The Jupyter notebook will automatically be opened in your browser.

Pretrained models are available on the models/ folder.

License

UNLICENSED

About

Using Auto Machine Learning to predict median salaries

License:MIT License


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