Repository of notebooks used to complete assignment 3. The code covers analysis that was desired for assignment 2 but its not very cohesive, but all code required for a particular model is found within the notebook with the models name.

Assuming python 3.9 and conda are installed create the env using. conda env create -f ML.yml

pip install mlrose-hiive

Open jupyter jupyter notebook execute code as needed

https://www.overleaf.com/project/6069396dc2db80068f23e621

Contained in root directory.

The parent directory path inside the notebooks will need to be changed to reflect absolute path to the data directory

ALL of the images created are in the images folder, ewwwww :(

https://scikit-learn.org/stable/modules/clustering.html#k-means https://scikit-learn.org/stable/auto_examples/cluster/plot_kmeans_silhouette_analysis.html https://scikit-learn.org/stable/modules/lda_qda.html#lda-qda