scvi
Here are 11 public repositories matching this topic...
Regularized scVI for complex multiome single-cell/nucleus datasets: ambient RNA correction, dispersion prior, and batch-free decoder act as structural inductive biases that make large-architecture VAEs well-behaved without per-dataset tuning.
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May 20, 2026 - Python
Benchmarking AE, VAE, and scVI autoencoders to predict optimal latent dimension from cell-type complexity (K) in single-cell RNA-seq, using a trust-aware evidence framework across 5 curated datasets from PBMC to atlas-scale.
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Apr 12, 2026 - Python
Four-phase scRNA-seq pipeline characterizing Tbx1 conditional knockout in cardiopharyngeal progenitors. Nextflow DSL2 + Seurat + scVI + DESeq2 + clusterProfiler.
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May 24, 2026 - R
Pipeline to download the HCA Human Tonsil Atlas, extract raw counts and cell-type annotations from the HCATonsilData Bioconductor package, and export a compressed .h5ad file ready for python sc-verse analysis such as scVI model training. Reproducible environment managed with Pixi (R + Python).
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May 16, 2026 - R
A stem-cell differentiation copilot for computational biology teams — CABS 2026 intern project.
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May 24, 2026 - Python
Lightweight, GPU-accelerated single-cell RNA-seq workflow for exploring the colorectal tumor microenvironment (CRC-TME) using Scanpy and scVI.
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Jan 2, 2026 - Python
Single-cell RNA-seq analysis of the Salcher 2022 LuCA lung cancer atlas — scanpy + scVI + LightGBM, leave-one-study-out CV
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May 24, 2026 - Jupyter Notebook
Single-cell RNA-seq and TCR repertoire analysis workflows for paediatric immune ageing using Scanpy, scVI, Milo and Dandelion.
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May 23, 2026 - Jupyter Notebook
Reproducible scRNA-seq reference projection pipeline for TIL cell type annotation, benchmarking CCA vs scVI/scANVI for immunotherapy-oriented analysis.
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Apr 24, 2026 - Jupyter Notebook
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