UMAP (Uniform Manifold Approximation and Projection) is a popular dimensionality reduction technique in machine learning and data science that is widely used for data visualization and clustering. It ...

I have a small dataset, each image has different size and each of these images has different version. so in order to visualize their embedded distribution. I want to use umap on each image with it is ...

Abstract: The increasing complexity and high dimensionality of datasets in various fields, such as genomics, image analysis, and natural language processing, have posed significant challenges for ...

Based on shared expression profiles of transcription factor genes and cellular signaling molecule genes, constituent cells of starfish embryos and larvae can be categorized into 22 clusters, numbered ...