TTT4275-Classifier

Project Spring 2023

1. Classifying Iris species

Tasks

2. Classifying MNIST numbers

Tasks

Report

Final report

can be found in the resources folder. The report template is fetched from the subject TFY4115 Physics.

Set up

    git clone https://github.com/simon-cmyk/Classifier.git & cd TTT4275-CLASSIFIER

When the libraries are downloaded you can just go to iris.ipynb and mnist.ipynb and run them.

Requirements

    pip install -r requirements.txt & cd 

In-case of difficulities:

Feel free to contact: [email protected] :mail:

Libraries and their responsibilities

For a clean walkthrough,

• notebook For computation,
• numpy For plotting,
• matplotlib Calculate euclidian distance and plot confusion matrices,
• scikit-learn Loading of the mnist_dataset,
• keras
• tensorflow

Credits 🏆

• Simon Lervåg Breivik:
• Marius Vårdal