TFG-Vulcan-Prediction

This is the repository of my Degree Final Project on the experimentation, evaluation and prediction of volcanic eruptions using AI.

URLS:

• Memory
• Volcan CSV Kaggle
• Mapbox

Installation Manual

Before starting, make sure you have the following tools installed on your system:

• Git: to clone the repository. Official page
• Python 3.x: the required programming language. Official page
• pip: the Python package installer.

Once the prerequisites are met, proceed with the installation:

1. Run the following command to clone the repository from GitHub in your desired directory:

   git clone https://github.com/AitorRD/TFG-Vulcan-Prediction.git

2. Create a virtual environment using venv:

   python -m venv venv

3. Activate the virtual environment (this step is optional but recommended):

   • On Windows:

     .\venv\Scripts\activate

   • On macOS and Linux:

     source venv/bin/activate

4. Run the following command to install all dependencies listed in the requirements.txt file:

   pip install -r requirements.txt

5. Download the competition data from the Kaggle website.

6. Unzip the downloaded file on your system.

7. Create the necessary directory to store the unzipped data:

   mkdir -p src/data/kaggle/input

8. Move the unzipped files to the created directory:

   mv path_to_unzipped_files/* src/data/kaggle/input/

9. Ensure the directory structure looks like this:

   Vulcan-Prediction/
   │
   ├── src/
   │   ├── data/
   │   │   └── kaggle/
   │   │       └── input/
   │   │           ├── test
   │   │           ├── train
   │   │           ├── sample_submission.csv
   │   │           └── train.csv
   ├── requirements.txt
   └── ...