Computational biologist, Associate Professor at University of Michigan, and PI of @welch-lab. We develop novel computational methods for single cell genomics.
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welch-lab/liger
welch-lab/liger PublicR package for integrating and analyzing multiple single-cell datasets
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welch-lab/VeloVAE
welch-lab/VeloVAE PublicDeep Generative Modeling of RNA Velocity
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welch-lab/pyliger
welch-lab/pyliger PublicPython package for integrating and analyzing multiple single-cell datasets (A Python version of LIGER)
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welch-lab/PerturbNet
welch-lab/PerturbNet PublicPerturbNet is a deep generative model that can predict the distribution of cell states induced by chemical or genetic perturbation
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