Scott Tyler's Projects
A small benchmark to look at the effects of different types of normalization determining the impact on distance measures
A package for performing dense cluster validation
An interactive streamlit web-app for exploring the relatinshiop between dimension reduction & intrinsic dimensions
Derivative of DNABERT-2
downsample columns such that the sum is equal in all columns
Variational Autoencoder with modified loss function, to ensure global orthogonality to input covariates
A metric for relative distance in Poisson sampling problems
A repository beginning with a protein-protein interaction network, then diffusing a signal through it
IF processing and analysis for Saa3 and Cxcl10 in trained immunity experiment
Builds segmented linear models, selecting the best fit via BIC
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
RLE normalization (but for python ;-)
A graph network representation of stories
Synthetic Biology powered by a masked transformer
Topologically Overlapping Within-Cluster/Across-Batch DEGs/pathways
Testing if UMAP/tSNE overfit their intrinsic dimensionality
an implementation of some fast weighted statistics