Repository for work related to Inżyniera Uczenia Maszynowego class project
lab1 | ||
lab2 | ||
lab3 | ||
.gitignore | ||
ium01.ipynb | ||
README.md |
Project for Inżynieria Uczenia Maszynowego class.
The scope of this project is to propose a classifier based on Smart Grid Stability dataset: https://www.kaggle.com/pcbreviglieri/smart-grid-stability while using proper ML tools in a correct way.
Zadanie 1
script.sh downloads and unzips the dataset and executes python_script.sh, which then normalizes the data, divides the dataset into train, test and validation subsets and prints a short summary of the dataset as well as its subsets.
Zadanie 2
add Jenkinsfiles and mock data preprocessing
ium01.ipynb is a notebook used to develop previously mentioned scripts.