s470607/ium_470607
1
0
Fork 0
Code Issues Pull Requests Releases Wiki Activity
Repository for work related to Inżyniera Uczenia Maszynowego class project
24 Commits 1 Branch 0 Tags 6.4 MiB
Jupyter Notebook 64.1%
Python 24.5%
Dockerfile 7.4%
Shell 4%
f98c6f9504
Go to file
jakubknczny f98c6f9504 fix jenkinsfile-dataset-stats
2021-03-28 18:52:56 +02:00
.gitignore add code for Zadanie 1 2021-03-21 18:41:48 +01:00
dataset-stats.sh add script for dataset-stats 2021-03-28 18:27:27 +02:00
ium01.ipynb add notebook, test comment 2021-03-28 17:08:29 +02:00
Jenkinsfile_create_dataset add zadanie6 2021-03-28 18:40:49 +02:00
Jenkinsfile_dataset_stats fix jenkinsfile-dataset-stats 2021-03-28 18:52:56 +02:00
python_script.py change scaling to normalization 2021-03-22 00:36:52 +01:00
README.md add code for Zadanie 1 2021-03-21 18:41:48 +01:00
script-zadanie-2-4.sh add zadanie4 & kaggle 2021-03-28 13:29:04 +02:00
script.sh add code for Zadanie 1 2021-03-21 18:41:48 +01:00

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.

ium01.ipynb is a notebook used to develop previously mentioned scripts.