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GSH's Projects

cure icon cure

CURE: A Pre-training Framework on Large-scale Patient Data for Treatment Effect Estimation

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dlp icon dlp

Deep learning platform based on tensorflow

ipanda_pathway_activation_score icon ipanda_pathway_activation_score

insilico Pathway Activation Network Decomposition Analysis (iPANDA) package. Owned by Insilico Medicine Inc. iPANDA is a pathway analysis method that aids interpretation of large-scale gene expression data. The method introduced here includes coexpression analysis and gene importance estimation to robustly identify relevant pathways and biomarkers

ngs-pipeline icon ngs-pipeline

By study this, it won't be costly or time-consuming to customize a NGS data analysis pipeline

renet2 icon renet2

RENET2: High-Performance Full-text Gene-Disease Relation Extraction with Iterative Training Data Expansion

trex icon trex

Find genes associated to a disease using a Transcriptome-Wide Association Study (TWAS).

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