Mye-InfoBank / scRAFIKI

A nextflow pipeline for processing sc-RNASeq data, performing QC and integration and preparing the results for further investigation using cellxgene.
BSD 3-Clause "New" or "Revised" License
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Implement additional python-based integration methods #11

Closed nictru closed 10 months ago

nictru commented 1 year ago

scIB contains a lot of directly usable implementations for integration methods. It should be fairly easy to implement them based on the functions provided in this script.

Integration methods to implement

Integration methods to standardize

We already have some integration methods available in our pipeline. They should also be using the scIB package so that we have the same structure for all the integration methods.

nictru commented 10 months ago

The following packages have dependency problems and could not easily be implemented by now:

nictru commented 10 months ago

Seurat integration would be very valuable but can not be implemented using scIB since it is a pure R package. Maybe @serareif could have a look at this?

nictru commented 10 months ago

There are multiple R-based integration methods, created separate issue for this (#18)