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:
- Machine Learning Project 1 - Franke function.ipynb
- Machine Learning Project 1 - Boston Housing dataset.ipynb
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