Assignment 3 - Unsupervised Learning and Dimensionality Reduction
Code can be accessed at this Github repository: https://github.com/Vi2x101/CS7641-UL-and-Dimensionality-Reduction.git
Or through Box: https://gatech.box.com/s/rtrsg119m6kcxf0letfcukwsj3cvmi9o
Before running any code, it is advised to download any packages needed using requirements.txt.
All plots from the report can be found in the plots folder and all code used to generate these report plots can be found in the following files: Clustering (Step 1) code can be found in Kmeans/GMM_Clustering.ipynb. Dimensionality Reduction (Step 2) can be found in Dimensionality_Reduction.ipynb. Dimensionality reduction then clustering (Step 3) can be found in DR_KMeans_Clustering.ipynb. Dimensionality reduction and neural network implementation (Step 4) can be found in DR_NN.ipynb. Clustering and then implementation in neural network (Step 5) can be found in Clustering_NN.ipynb.