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Repository for work related to Inżyniera Uczenia Maszynowego class project
32 Commits 1 Branch 0 Tags 6.4 MiB
Jupyter Notebook 64.1%
Python 24.5%
Dockerfile 7.4%
Shell 4%
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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.