Multisource Graph Synthesis with EHR Data
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Documentation for package ‘MUGS’ version 0.1.0
Help Pages
| CodeEff_Matrix | Function Used To Estimate Code Effects |
| CodeSiteEff_l2_par | Function Used To Estimate Code-Site Effects Parallelly |
| DataGen_rare_group | Function used to generate input data (used only for Simulations) Generate SPPMIs, dummy matrices based on prior group structures, and code-code pairs for tuning and evaluation |
| download_example_data | Download and Load Example Data from Zenodo |
| evaluation.sim | Function Used For Tuning And Evaluation |
| get_embed | Function For Getting Embedding From SVD |
| GroupEff_par | Function Used To Estimate Group Effects Parallelly |
| MUGS | Main function for MUGS algorithm |
| pairs.rel.CV | pairs.rel.CV Dataset |
| pairs.rel.EV | pairs.rel.EV Dataset |
| S.1 | S.1 Dataset |
| S.2 | S.2 Dataset |
| U.1 | U.1 Dataset |
| U.2 | U.2 Dataset |
| X.group.source | X.group.source Dataset |
| X.group.target | X.group.target Dataset |