unsupervised-learning-eval

Evaluations of various Unsupervised Learning models and Dimension Reduction Techniques

• Models evaluated: K-Means, Expectation Maximization, Principal Component Analysis (PCA), Independent Component Analysis (ICA)

Packages Used

• Pandas
• NumPy
• Scikit-learn
• PyTorch
• Matplotlib

Instructions

• Open the respective notebooks for code and figure generation.