CS3244project

Repo for collaboration on CS3244 Machine Learning project

Get started

Make sure you install Git

To clone this repository on your own computer, run

git clone https://github.com/Chenggzzxc/CS3244_Group10

To be updated with latest changes anyone has contributed run

git pull origin master

To publish your new notebook/cleaned data, if you know how to commit and push go ahead, else send it to me (Cheng Ling) and I'll commit and push it.

Project organisation

This repository is organised as follows:

• Initial data is placed in data
• Cleaned data should be placed in cleaned_data
• Any processing code (preprocessing, cleaning, etc) that is used to produce data saved into cleaned_data should be placed in processing. Since it is likely that there will be multiple notebooks for various cleaning/processing, resulting in multiple versions of cleaned data, please annotate each set of [processing code / cleaned data] with the date so we can identify which notebook/script produced the data.
  • Eg. remove_missing_19_Aug.pynb is used to produce data_cleaned_19_Aug.csv
• Analysis notebooks will be placed in experimental, and final results we agree upon should be placed in model

With this repo structure, there should be no notebooks in the top level directory and so the path to all data in the notebooks should be ../data/{file name} or ../cleaned_data/{file name}