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@PMBio Probabilistic Models in Biology

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    63 repositories

    • Health-Privacy-Challenge

      Public
      Code and documentation for the CAMDA Health Privacy Challenge and reproduction of the accompanying paper.
      privacyrna-seqscrna-seq
      privacyrna-seqscrna-seqsingle-cellgenerative-modelsmembership-inference-attacksynthetic-data-generationtrustworthy-ai
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •8•9•0•1•Updated Nov 13, 2026Nov 13, 2026

    • deeprvat

      Public
      Python
      •
      Other
      •10•53•4•2•Updated Nov 12, 2026Nov 12, 2026

    • cellina

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•8•0•0•Updated Nov 6, 2026Nov 6, 2026

    • torchPP

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Nov 5, 2026Nov 5, 2026

    • cellina-reproducibility

      Public
      Repository to reproduce results for cellina
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •0•1•0•0•Updated Oct 30, 2026Oct 30, 2026

    • scptseq

      Public
      A toolkit for processing and analyzing scPT-seq data.
      Python
      •
      MIT License
      •0•1•0•0•Updated Oct 26, 2026Oct 26, 2026

    • LIVI

      Public
      LIVI is an interpretable deep learning framework that enables trans-eQTL mapping at single-cell resolution.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•12•0•0•Updated Oct 7, 2026Oct 7, 2026

    • interp-extrap-perturb

      Public
      https://interp-extrap-perturb.readthedocs.io
      Jinja
      •
      MIT License
      •2•10•0•0•Updated Sep 7, 2026Sep 7, 2026

    • GBM_analysis

      Public
      Notebooks and scripts used to analyse GBM multi-ome atlas
      Jupyter Notebook
      •
      MIT License
      •2•5•0•0•Updated Aug 14, 2026Aug 14, 2026

    • segger

      Public
      GNN-based cell segmentation of spatial transcriptomics data
      Python
      •12•1•0•0•Updated Jul 5, 2026Jul 5, 2026

    • spaceTree

      Public
      Jupyter Notebook
      •
      MIT License
      •2•11•1•0•Updated Jun 3, 2026Jun 3, 2026

    • deRSE-2026-scverse-slides

      Public
      Slides for deRSE 2026 DFG networking meeting introducing scverse
      SCSS
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Mar 2, 2026Mar 2, 2026

    • spatialdata-workshops

      Public
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •7•13•5•1•Updated Dec 20, 2025Dec 20, 2025

    • polygenic_germline_risk

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Sep 24, 2025Sep 24, 2025

    • bicycle

      Public
      Bicycle: Intervention-Based Causal Discovery with Cycles
      Jupyter Notebook
      •7•39•1•0•Updated Jun 3, 2025Jun 3, 2025

    • scDoRI

      Public
      Python
      •
      MIT License
      •1•4•0•1•Updated Apr 14, 2025Apr 14, 2025

    • SpatialDE

      Public
      Test genes for Spatial Variation
      Python
      •
      MIT License
      •61•15•0•0•Updated Dec 20, 2024Dec 20, 2024

    • MB_scSeq

      Public
      This repo contains scripts for the analysis of scDNA- and scSeq data from LFS medulloblastoma accompanying the manuscript "SINGLE CELL MULTI-OMICS ANALYSIS OF C…
      Jupyter Notebook
      •2•4•0•0•Updated Oct 11, 2024Oct 11, 2024

    • deeprvat-analysis

      Public
      Python
      •0•3•1•0•Updated Jul 18, 2024Jul 18, 2024

    • MetH5Format

      Public
      HDF5-based container format for Methylation calls from long reads
      Python
      •
      MIT License
      •1•6•4•0•Updated Jan 24, 2024Jan 24, 2024

    • MuDataSeurat

      Public
      .h5mu files interface for Seurat
      scrna-seqmulti-omicsseurat
      scrna-seqmulti-omicsseuratanndatamudatamultimodal-omics
      R
      •14•35•7•1•Updated Nov 28, 2023Nov 28, 2023

    • ase_spermatogenesis

      Public
      HTML
      •1•1•0•0•Updated Nov 17, 2023Nov 17, 2023

    • MultiOmicsCourse

      Public
      Jupyter Notebook
      •
      MIT License
      •0•6•0•0•Updated Nov 10, 2023Nov 10, 2023

    • spava

      Public
      Python
      •0•0•0•0•Updated Sep 28, 2023Sep 28, 2023

    • mb-nanopore-2022

      Public
      Analysis code for publication "Long-read sequencing of diagnosis and post-therapy medulloblastoma reveals complex rearrangement patterns and epigenetic signatur…
      Python
      •
      GNU General Public License v3.0
      •0•8•1•0•Updated Sep 18, 2023Sep 18, 2023

    • pycoMeth

      Public
      DNA methylation analysis downstream to Nanopolish for Oxford Nanopore DNA sequencing datasets
      Python
      •
      GNU General Public License v3.0
      •3•31•3•0•Updated Jul 3, 2023Jul 3, 2023

    • SingleCellCourse

      Public
      Jupyter Notebook
      •9•4•0•0•Updated May 31, 2023May 31, 2023

    • bonito

      Public
      A PyTorch Basecaller for Oxford Nanopore Reads
      Python
      •
      Other
      •144•0•0•0•Updated Jan 16, 2023Jan 16, 2023

    • mudatasets

      Public
      Multimodal datasets, in MuData format
      muonscrna-seqmulti-omics
      muonscrna-seqmulti-omicsscanpyanndatamudatamultiomemultimodal-omics
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•5•2•0•Updated Jan 13, 2023Jan 13, 2023

    • scLVM

      Public
      scLVM is a modelling framework for single-cell RNA-seq data that can be used to dissect the observed heterogeneity into different sources, thereby allowing for …
      HTML
      •
      Apache License 2.0
      •46•112•16•2•Updated Dec 16, 2022Dec 16, 2022
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