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Published November 29, 2024 | Version v1
Dataset Open

Deep learning models predicting gene functions and pathways using public DRKG knowledge graph and graph neural network

Authors/Creators

  • 1. ROR icon Evotec (Germany)
  • 2. Imaging Platform, Broad Institute of MIT and Harvard, Cambridge, MA 02142 , USA

Description

The attached dataset contains pretrained link prediction models, as described in our paper 'Morphological Map of Under- and Over-Expression of Genes in Human Cells'.

Files

crispr_scores_merged.zip

Files (3.4 GB)

Name Size
md5:cea06cc92ac8e7dcfb88536ac5ff8b21
236.2 MB Preview Download
md5:3944dc8208b259738c76448f81e2fdf7
2.1 GB Download
md5:4836dd5dd6163d0b01336890b8067257
446.7 MB Download
md5:967a58119bd68d042b564b333ba2cafa
306.0 MB Download
md5:3ec89edaee3ae3f27dd6c6d2359ab769
349.2 MB Preview Download

Additional details

Software

Repository URL
https://github.com/Evotec-isRD/GNN-MorphMap
Programming language
Python
Development Status
Active