This git repo presents our Machine Learning workflow applied on two binary classification problems using the following datasets: Banknote Authentification: https://archive.ics.uci.edu/ml/datasets/banknote+authentication Chronic Kidney disease: https://www.kaggle.com/mansoordaku/ckdisease
The goal behind this project is to enhance our collaborative working capabilities through the use of Github as a shared workspace. In addition, it aims at building up good programming practices for us to deliver clean and reusable pieces of code.
files :
**pipeline_perso.py : utility .py file containig our classes and functions
**ML_Project_Exploratory_Data_Analysis.ipynb : Exploratory Data Analysis notebook for both data sets
**workflow for Chronic Kidney Disease Data Set.ipynb : workflow notebook for Chronic Kidney Disease Data Set
**workflow for banknote authentication Data Set.ipynb : workflow notebook for banknote authentication Data Set