s470607/ium_470607
1
0
Fork 0
Code Issues Pull Requests Releases Wiki Activity
Repository for work related to Inżyniera Uczenia Maszynowego class project
56 Commits 1 Branch 0 Tags 6.4 MiB
Jupyter Notebook 64.1%
Python 24.5%
Dockerfile 7.4%
Shell 4%
ce89c9e853
Go to file
jakubknczny ce89c9e853 try doublequotes
2021-04-11 19:04:19 +02:00
lab1 move dataset-stats.sh to right folder 2021-04-02 22:16:48 +02:00
lab2 try doublequotes 2021-04-11 19:04:19 +02:00
lab3 fix jenkinsfile-create-dataset 2021-04-11 11:04:32 +02:00
.gitignore add code for Zadanie 1 2021-03-21 18:41:48 +01:00
ium01.ipynb add notebook, test comment 2021-03-28 17:08:29 +02:00
README.md update readme 2021-03-28 21:07:50 +02:00

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.