All functions |
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DoForceAtlas2 |
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DoPHATE |
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DoPaCMAP |
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DoPhenoGraph |
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DoUMAP |
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DoopenTSNE |
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DooptSNE |
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PAGA |
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PAGAplot |
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PushData |
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ReductionBridge |
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ForceAtlas2 An R wrapper around the Python implementation of ForceAtlas2 found at https://github.com/bhargavchippada/forceatlas2 Currently a very restricted version |
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openTSNE An R wrapper for the openTSNE Python module found at https://github.com/pavlin-policar/openTSNE/ |
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pacmap |
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phate An R wrapper around the PHATE Python module found at https://github.com/KrishnaswamyLab/PHATE Potential of Heat-diffusion for Affinity-based Trajectory Embedding (PHATE) embeds high dimensional single-cell data into two or three dimensions for visualization of biological progressions as described in Moon et al, 2017 |
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Phenograph Used to cluster high dimensional data. An R wrapper around the Python Phenograph module found at https://github.com/jacoblevine/PhenoGraph |
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umap An R wrapper around the UMAP Python module found at https://github.com/lmcinnes/umap Uniform Manifold Approximation and Projection Finds a low dimensional embedding of the data that approximates an underlying manifold. |