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Scott Tyler's Projects

count_depth_effects icon count_depth_effects

A small benchmark to look at the effects of different types of normalization determining the impact on distance measures

dclustval icon dclustval

A package for performing dense cluster validation

dim_red_st icon dim_red_st

An interactive streamlit web-app for exploring the relatinshiop between dimension reduction & intrinsic dimensions

downsample icon downsample

downsample columns such that the sum is equal in all columns

orthocoder icon orthocoder

Variational Autoencoder with modified loss function, to ensure global orthogonality to input covariates

ppi_diffusion icon ppi_diffusion

A repository beginning with a protein-protein interaction network, then diffusing a signal through it

saa3_cxcl10_if icon saa3_cxcl10_if

IF processing and analysis for Saa3 and Cxcl10 in trained immunity experiment

slicr icon slicr

SLICR: Sparse Locally Involved Covariate Regression. A Python package for efficient, memory-conscious kNN distance correction, based on technical covariates whose effect should be removed

st_rle icon st_rle

RLE normalization (but for python ;-)

synd_bert icon synd_bert

Synthetic Biology powered by a masked transformer

towcab icon towcab

Topologically Overlapping Within-Cluster/Across-Batch DEGs/pathways

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