LOINC Search Engine (UPM's Master in Data Science)

Collaborators

• Pablo Bande Sánchez - Girón (@pbande)
• Erick Abdiel Cedeño Guerra (@erick4556)
• Gabriela Argüelles Terrón (@gabyarte)

Run the project

To run the project is important to configure a virtual environment. For that, install Anaconda and type in a command line the following statement:

> conda env create -f environment.yml

After this command a new virtual environment called search-engine should be created. To active it, type the following command in the command line:

> conda activate search-engine

The project is implemented in two notebooks. These contain all the logic of our toy search engine:

• 1_preprocess: This notebook contains the logic of the dataset preprocessing and has as output the preprocessed dataset. It is saved in the data/ folder.
• 2_process: This notebook contains the implemented Logistic Regression model and the validation.