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9 search results found
Uwot
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294
An R package implementing the UMAP dimensionality reduction method.
Tidyseurat
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131
Seurat meets tidyverse. The best of both worlds.
Umap
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125
Uniform Manifold Approximation and Projection - R package
Icellr
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114
Single (i) Cell R package (iCellR) is an interactive R package to work with high-throughput single cell sequencing technologies (i.e scRNA-seq, scVDJ-seq, scATAC-seq, CITE-Seq and Spatial Transcriptomics (ST)).
Interactive 3d Plotting In Seurat 3.0.0
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88
This repository contains R code, with which you can create 3D UMAP and tSNE plots of Seurat analyzed scRNAseq data
Smallvis
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63
R package for dimensionality reduction of small datasets
Reductionwrappers
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32
R wrappers to connect Python dimensional reduction tools and single cell data objects (Seurat, SingleCellExperiment, etc...)
Beer
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18
BEER: Batch EffEct Remover for single-cell data
Unsupervised Learning In R
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12
Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).
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