Theis Lab

Results 31 repositories owned by Theis Lab

ncem

99
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13
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Learning cell communication from spatial graphs of cells

paga

153
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28
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Mapping out the coarse-grained connectivity structures of complex manifolds.

pseudodynamics

39
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6
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Dynamic models for single-cell RNA-seq time series.

sc-pert

72
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3
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Models and datasets for perturbational single-cell omics

single-cell-best-practices

666
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146
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https://www.sc-best-practices.org

scib-reproducibility

50
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14
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Additional code and analysis from the single-cell integration benchmarking project

trVAE

53
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11
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Conditional out-of-distribution prediction

cpa

75
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16
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The Compositional Perturbation Autoencoder (CPA) is a deep generative framework to learn effects of perturbations at the single-cell level. CPA performs OOD predictions of unseen combinations of drugs...

hadge

23
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6
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Comprehensive pipeline for donor demultiplexing in single cell