GAnagno / Dimensionality-Reduction Public

Linear and nonlinear dimensionality reduction and manifold learning.

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Name		Name	Last commit message	Last commit date
Latest commit History 48 Commits
Autoencoder MNIST.ipynb		Autoencoder MNIST.ipynb
Autoencoder vs PCA.ipynb		Autoencoder vs PCA.ipynb
Denoising Autoencoder.ipynb		Denoising Autoencoder.ipynb
Eigendecomposition.ipynb		Eigendecomposition.ipynb
Isomap.ipynb		Isomap.ipynb
LICENSE		LICENSE
Laplacian Eigenmaps and Spectral Embedding.ipynb		Laplacian Eigenmaps and Spectral Embedding.ipynb
Locally Linear Embedding.ipynb		Locally Linear Embedding.ipynb
Manifold Learning.ipynb		Manifold Learning.ipynb
Moore-Penrose Pseudoinverse.ipynb		Moore-Penrose Pseudoinverse.ipynb
Multidimensional Scaling.ipynb		Multidimensional Scaling.ipynb
PCA-tSNE-AE.ipynb		PCA-tSNE-AE.ipynb
PCA.ipynb		PCA.ipynb
Preprocessing Tutorial.ipynb		Preprocessing Tutorial.ipynb
Principal Components Analysis.ipynb		Principal Components Analysis.ipynb
README.md		README.md
SOMPY.ipynb		SOMPY.ipynb
Singular Value Decomposition.ipynb		Singular Value Decomposition.ipynb