ystouthart / ADS-Snuffelfiets-Thesis

Thesis submitted in partial fulfilment of the Applied Data Science Master's programme at Utrecht University.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Snuffelfiets Thesis Project

Data Aggregation for Spatio-Temporal Models: Predicting Volunteer-Generated PM2.5 Measurements

A thesis submitted in partial fulfilment of the Applied Data Science Master's programme at Utrecht University.

Project Organization

├── README.md          
│
├── data               <- Project data (available on request)
│   ├── external       <- Data from third party sources.
│   ├── interim        <- Intermediate data that has been transformed.
│   ├── processed      <- The final, canonical data sets for modeling.
│   └── raw            <- The original, immutable data dump.
│
├── output             <- Model output, model predictions, or model summaries.
│   
├── notebooks          <- Jupyter Notebooks. 
│
├── reports            <- Generated report as PDF and doc. (available on request)
│   └── figures        <- Generated graphics and figures to be used in reporting. (available on request)
│
├── requirements.txt   <- The requirements file for reproducing the analysis environment.                         
│
└── src                <- Source code for use in this project.
    │
    ├── data           <- Scripts to download or generate data. 
    │
    ├── features       <- Scripts to turn raw data into features for modeling.    
    │
    └── models         <- Scripts to train models and then use trained models to make
                          predictions. 

       

Project organization based on the cookiecutter data science project template.

About

Thesis submitted in partial fulfilment of the Applied Data Science Master's programme at Utrecht University.


Languages

Language:Jupyter Notebook 99.8%Language:R 0.2%Language:Python 0.1%