/eden

Machine learning model for identifying the ideal city in the US.

Primary LanguagePythonMIT LicenseMIT

Eden

Documentation Status Language grade: Python codecov


Welcome to Eden! A machine learning initiative to identify the perfect city. The project seeks to build a ML model based on hundreds of compiled features for every city in the United States and cut through the statistical noise. The code is organized as a library and can be customized. However, default profiles will also be included.

Quick Install:

Setup a virutal enviroment (recommended):

$ conda create --name eden
$ conda activate eden

Install dependences:

$ conda install -c anaconda requests
$ conda install -c anaconda beautifulsoup4
$ conda install -c anaconda pandas

Install the package:

$ pip install -e .

Run a basic pipeline

$ python pipelines.py

Copyright

Copyright © 2022, David W. Kastner


Acknowledgements

Project based on the MolSSi template v1.6.