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Feature Analysis - t-SNE vs UMAP

suneeta-mall.github.io · published 8 December 2025

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https://lvdmaaten.github.io/publications/papers/JMLR_2008.pdf
lvdmaaten.github.io
https://arxiv.org/abs/1802.03426
arxiv.org
https://www.youtube.com/watch?v=nq6iPZVUxZU
youtube.com
How to Use t-SNE Effectively Read at the source ↗
distill.pub
https://umap-learn.readthedocs.io/en/latest/how_umap_works.html
umap-learn.readthedocs.io
https://pair-code.github.io/understanding-umap/index.html
pair-code.github.io
https://towardsdatascience.com/how-exactly-umap-works-13e3040e1668
towardsdatascience.com
https://github.com/lmcinnes/umap/issues/8
github.com
https://github.com/suneeta-mall/feature_analysis
github.com
https://github.com/suneeta-mall/feature_analysis/blob/master/docs/MNIST_TSNE_vs_UMAP.ipynb
github.com
https://github.com/suneeta-mall/feature_analysis/blob/master/docs/CIFAR10_TSNE_vs_UMAP.ipynb
github.com
https://www.cs.toronto.edu/~kriz/cifar.html
cs.toronto.edu
https://www.deeplearningbook.org/contents/autoencoders.html
deeplearningbook.org
https://umap-learn.readthedocs.io/en/latest/parametric_umap.html
umap-learn.readthedocs.io
https://ai.stanford.edu/~jkrause/cars/car_dataset.html
ai.stanford.edu
https://paperswithcode.com/dataset/mlrsnet
paperswithcode.com
Activation Atlas Read at the source ↗
distill.pub