intellectual analysis - 7th semester in SPBSTU

labs 3-5 on subject "Intellectual Data Analysis"

lab 3: classification

lab 4: regression

lab 5: clusterization

Language:

• python 3.9

Libs:

• pandas
• numpy
• sklearn

Plots:

• matplotlib
• seaborn

How to:

1. install requirements:

python3 -m pip install -r requirements.txt

2. enjoy pretty plots!

Dataset credits:

lab3: arrhythmia dataset: https://archive.ics.uci.edu/ml/datasets/arrhythmia

lab4: huyndi dataset: https://www.kaggle.com/datasets/adityadesai13/used-car-dataset-ford-and-mercedes

lab5: dry beans dataset: https://archive.ics.uci.edu/ml/datasets/dry+bean+dataset