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Linear-Deep-Learning-Latent-Representation-for-iOligo-lineage-scRNAseq-
Linear-Deep-Learning-Latent-Representation-for-iOligo-lineage-scRNAseq- PublicLeveraging the power of LD variational autoencoders to identify latent representations as dim red embeddings of sc data
Jupyter Notebook
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Pseudotime-downstream-by-ML
Pseudotime-downstream-by-ML PublicThis script utilizes Monocle3 for inferring pseudotime and employs gradient boosting machine learning (xgboost) to identify genes predictive of pseudotime. Subsequently, it fits a regression model …
R
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NNMF-for-scRNAseq
NNMF-for-scRNAseq PublicNon negative matrix factorization for Oligo lineage scRNAseq data
R
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sc-informed-PRS-analysis
sc-informed-PRS-analysis Publicsingle cell informed polygenic risk scoring in Parkinson's disease
R
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scPseudobulk-analysis-
scPseudobulk-analysis- PublicAutomated pipeline for psuedobulk analysis and downstream unsupervised analysis based on seurat v5
R
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