RoboCupido

Match making system based on people's likes, using the K-means machine learning algorithm.

Project Details

This project is made using scikit-learn with pandas. For data preprocessing and management we also used Jupyter and R language.

Development team

Name	Email	Github	Role
Aurora Tijerina Berzosa	auro.tj@gmail.com	@AuroTB	Matchmaking algorithm
José Francisco Pacheco Quintana	pacocheco7@gmail.com	@JFPach98	Data preprocessing
Brenda Guadalupe Martínez Orta	bmaor2001@gmail.com	@bmaor2001	Result data decoding
José Alfonso Cisneros	joseacisnerosm@gmail.com	@Josecisneros001	Mail automatization

Project setup

1. Clone the project repository on your local machine.

   SSH:

   $ git clone https://github.com/JFPach98/Robocupido.git

2. You can install all requirements by running:

   $ pip3 install -r requirements.txt

Running the matchmaking algorithm

To run the matchmaking algorithm make sure binarized.csv data file is inside data/, then run:

$ python matchingModel.py

When finished, results should be saved in resuls/ folder.

Resources

You can check out this usefull K-means tutorials:

• https://realpython.com/k-means-clustering-python/
• https://www.aprendemachinelearning.com/k-means-en-python-paso-a-paso/