A PDF
rendering is contained in doc/Project_Report.pdf
and the original Notebook is
provided in notebooks/
.
A PDF
of the poster is available in doc/Project Poster/Project_Poster.pdf
All code is structured with PEP-8 documentation in modules under src/
. The functions
within these modules are also copied into the main notebook under notebooks/
, but the
structure is retained in src
for reference.
This code can also run under a Main function instead of a notebook under src/main.py
.
Procedures are detailed in the main Python file.
For technical reference of model performance. Detail in main notebook.
pip3 install -r requirements.txt
For the notebook, there is a tree rendered for which you will need GraphViz binaries installed to your system.
A fully-merged data set is available in data/merged.csv
. However, the RAW data
is not downloaded as it is too big. The sources are provided under data/raw
.
Some code is provided in src/main.py
to view prepared data and see regressions.
However, to run this you need to run from the root folder as relative paths
are used.