Machine Learning

GitHub repository for Machine Learning Project 1 & 2 from EMJMDNP

Group formed by Alan Ricardo Cíntora de la Cruz, Guillermo Ortega Ureta, Iván Mozún Mateo.

The project no1 is explained in Project1.pdf file and the report is divided into two jupyter notebooks:

The project no2 is divided in two jupyter notebooks:

Machine Learning Project 2 - Boston Housing dataset NN.ipynb
Machine Learning Project 2 - Hotel Reservations.ipynb The first notebook incorporates PCA and NN to the analysis of Boston Housing dataset done in project 1 whereas the second one does a study on a classification problem with a Hotel Reservation dataset using 3 different models: logistic regression, k nearest neighbors and NN MLP classifier. For this second project, we have included a report in the file named:
Machine Learning Project 2 - Report.pdf

Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
Boston Housing Data.ipynb		Boston Housing Data.ipynb
Hotel Reservations.csv		Hotel Reservations.csv
LICENSE		LICENSE
Machine Learning Project 1 - Boston Housing dataset.ipynb		Machine Learning Project 1 - Boston Housing dataset.ipynb
Machine Learning Project 1 - Franke function.ipynb		Machine Learning Project 1 - Franke function.ipynb
Machine Learning Project 2 - Boston Housing NN.ipynb		Machine Learning Project 2 - Boston Housing NN.ipynb
Machine Learning Project 2 - Hotel Reservations.ipynb		Machine Learning Project 2 - Hotel Reservations.ipynb
Machine Learning Project 2 - Report.pdf		Machine Learning Project 2 - Report.pdf
Project1.pdf		Project1.pdf
Project1_v3.ipynb		Project1_v3.ipynb
README.md		README.md

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