Principal Component Analysis

An implementation of PCA

Author

Marina Bermúdez Granados - nara-on

Project Structure

  .
  ├── datasets                       # Directory containing the different datsets
  ├── experiments                    # Directory containing all the main experiments
  ├── models                         # Directory containing the PCA implementations
  ├── utils                          # Directory containing different functionalities
  └── visuals                        
      ├── comparison                 # Directory for the results of the comparative experiments
      ├── reconstruction             # Directory for the results of the reconstructive experiments
      └── test                       # Directory for the results of the tests

Images

Comparison of Results in Kropt Dataset with 3 Components

Comparison of Results in Satimage Dataset with 18 Components

Version History

• Update README.md
  • Improvements to README file
• Upload code
  • Upload of all local code and results
• Initial Commit
  • Initial Release