Multi Omics Integration Python Packages

nplinker

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pathintegrate

PathIntegrate: multivariate modelling approaches for pathway-based muti-omics integration

cosmos-linxulab

COSMOS is a computational tool crafted to overcome the challenges associated with integrating spatially resolved multi-omics data. This software harnesses a graph neural network algorithm to deliver cutting-edge solutions for analyzing biological data that encompasses various omics types within a spatial framework.

myevae

A multiomics variational autoencoder for risk prediction in newly diagnosed multiple myeloma

bio-smart

SMART is a computational framework for spatial multi-omic integration. SMART leverages a modality-independent modular and stacking framework with spatial coordinates and adjusts the aggregation using triplet relationships.

cosmos-lx

COSMOS is a computational tool crafted to overcome the challenges associated with integrating spatially resolved multi-omics data. This software harnesses a graph neural network algorithm to deliver cutting-edge solutions for analyzing biological data that encompasses various omics types within a spatial framework.