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11. How Exactly UMAP Works - Towards Data Science

    2019-10-04 Tags: umap, tsne, dimensionality reduction by klotz
12. Dimensionality Reduction: ways and intuitions – Towards Data Science

    2019-06-10 Tags: dimensionality reduction by klotz
13. Deep Learning for Single Cell Biology – Towards Data Science

    2019-05-08 Tags: dimensionality reduction, tensorflow, tsne, pca, autoencoder, deep learning, biology, genetics, cells, rna by klotz
14. Dimensionality reduction for visualizing single-cell data using UMAP | Nature Biotechnology

    2019-03-18 Tags: dimensionality reduction, umap, biology, machine learning by klotz
15. A machine learning approach helps sort and label cell clusters in multiple dimensions

    2019-03-18 Tags: umap, dimensionality reduction, machine learning, deep learning by klotz
16. UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction — umap 0.3 documentation

    2018-10-09 Tags: python, umap, dimensionality reduction, machine learning, documentation by klotz
17. GitHub - lmcinnes/umap: Uniform Manifold Approximation and Projection

    Alternative to t-SNE and PCA

    2018-10-09 Tags: umap, visualization, dimensionality reduction, python, embedding, machine learning, t-sne, pca by klotz
18. Evaluation of UMAP as an alternative to t-SNE for single-cell data | bioRxiv

    2018-10-05 Tags: umap, t-sne, dimensionality reduction by klotz
19. Machine Learning for Humans, Part 3: Unsupervised Learning

    2018-09-19 Tags: clustering, dimensionality reduction, k-means clustering, hierarchical clustering, pca, svd, tutorial, medium by klotz
20. An Introduction to t-SNE with Python Example

    2018-08-16 Tags: t-sne, dimensionality reduction, python by klotz

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