A collection of thoughts documented from my analysis of single cell data.

Fast & memory efficient spearman correlation on sparse matrices

Or why you should avoid loops

Memory efficient spearman correlation on sparse matrices

Utilizing a simple property of covariances to minimize memory usage

Experiments with scVI

I - Posterior Predictive Checks