https://github.com/olekscode/examples-pca-tsne
Some examples of using PCA and t-SNE for dimensionality reduction in Python and R
https://github.com/olekscode/examples-pca-tsne
data-science dimensionality-reduction examples pca t-sne
Last synced: 3 months ago
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Some examples of using PCA and t-SNE for dimensionality reduction in Python and R
- Host: GitHub
- URL: https://github.com/olekscode/examples-pca-tsne
- Owner: olekscode
- License: mit
- Created: 2018-01-14T13:41:54.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-01-15T11:42:47.000Z (over 7 years ago)
- Last Synced: 2025-02-28T07:49:29.721Z (4 months ago)
- Topics: data-science, dimensionality-reduction, examples, pca, t-sne
- Language: Jupyter Notebook
- Size: 1.87 MB
- Stars: 8
- Watchers: 4
- Forks: 9
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Examples of PCA and t-SNE
In this repository I reproduce some well-known examples of using PCA and t-SNE for dimensionality reduction in Python and R.
## Python examples
* [Visualizing Iris Dataset using PCA and t-SNE](https://github.com/olekscode/Examples-PCA-tSNE/blob/master/Python/Visualizing%20Iris%20Dataset%20using%20PCA%20and%20t-SNE.ipynb)
* [Faces Dataset Decomposition](https://github.com/olekscode/Examples-PCA-tSNE/blob/master/Python/Faces%20Dataset%20Decomposition.ipynb)
## R examples
* [Visualizing Iris Dataset using PCA](https://olekscode.github.io/Examples-PCA-tSNE/R/Visualizing%20Iris%20Dataset%20using%20PCA.nb.html)