Welcome to our Machine Learning project!

This repository contains the source code used for the project.

The scope of the project is classification of clothing images from a subset of the FashionMNIST dataset.

Dimensionality reduction methods used:

Machine Learning classification methods used:

The project has been worked out by Andreas Kruse Svenningsen and Sebastian Nygaard Wærling

Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
.gitattributes		.gitattributes
.gitignore		.gitignore
1. EDA.ipynb		1. EDA.ipynb
2a. LDA Implementation.ipynb		2a. LDA Implementation.ipynb
2b. PCA Interpretation.ipynb		2b. PCA Interpretation.ipynb
3a. Naive Bayes Implementation.ipynb		3a. Naive Bayes Implementation.ipynb
3b. SVM.ipynb		3b. SVM.ipynb
3c. CNN.ipynb		3c. CNN.ipynb
4. PCA vs LDA.ipynb		4. PCA vs LDA.ipynb
LinearDiscriminantAnalysis.py		LinearDiscriminantAnalysis.py
NaiveBayes.py		NaiveBayes.py
README.md		README.md

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