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Latent Space Visualisation: PCA, t-SNE, UMAP | Deep Learning Animated
18:46
YouTubeDeepia
Latent Space Visualisation: PCA, t-SNE, UMAP | Deep Learning Animated
In this video you will learn about three very common methods for data dimensionality reduction: PCA, t-SNE and UMAP. These are especially useful when you want to visualise the latent space of an autoencoder. If you want to learn more about these techniques, here are some key papers: - UMAP: Uniform Manifold Approximation and Projection for ...
127K viewsAug 5, 2024
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YouTube2 months ago
UMAP: Mathematical Details (clearly explained!!!)
UMAP: Mathematical Details (clearly explained!!!)
YouTubeMar 14, 2022
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