https://github.com/winterwind/pca_project
A short two-part project that uses PCA (along with GMM in task 2); first with the fashion-NMIST dataset and then with fetch_lfw_people
https://github.com/winterwind/pca_project
data-science eigenfaces fashion-mnist fashion-mnist-dataset gaussian-mixture-models gmm jupyter-notebook machine-learning matplotlib matplotlib-pyplot pca pyplot python sklearn
Last synced: 6 months ago
JSON representation
A short two-part project that uses PCA (along with GMM in task 2); first with the fashion-NMIST dataset and then with fetch_lfw_people
- Host: GitHub
- URL: https://github.com/winterwind/pca_project
- Owner: Winterwind
- Created: 2024-12-13T21:51:02.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2024-12-13T21:53:10.000Z (10 months ago)
- Last Synced: 2025-02-07T12:38:40.019Z (8 months ago)
- Topics: data-science, eigenfaces, fashion-mnist, fashion-mnist-dataset, gaussian-mixture-models, gmm, jupyter-notebook, machine-learning, matplotlib, matplotlib-pyplot, pca, pyplot, python, sklearn
- Language: Jupyter Notebook
- Homepage:
- Size: 1.43 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# PCA_Project
A short two-part project that uses PCA (along with GMM in task 2); first with the fashion-NMIST dataset and then with fetch_lfw_people (note: since the datasets used in both parts are retrieved from elsewhere, there are no other files other than the jupyter notebook files)