Workflows

An overview of the workflows in OpenPipelines

Workflows

Name Namespace Description
BD Rhapsody Workflows/ingestion A generic pipeline for running BD Rhapsody WTA or Targeted mapping, with support for AbSeq, VDJ and/or SMK.
Bbknn leiden Workflows/integration Run bbknn followed by leiden clustering and run umap on the result.
Cell Ranger mapping Workflows/ingestion A pipeline for running Cell Ranger mapping.
Cell Ranger multi Workflows/ingestion A pipeline for running Cell Ranger multi.
Cell Ranger post-processing Workflows/ingestion Post-processing Cell Ranger datasets.
Conversion Workflows/ingestion A pipeline to convert different file formats to .h5mu.
Demux Workflows/ingestion A generic pipeline for running bcl2fastq, bcl-convert or Cell Ranger mkfastq.
Dimensionality reduction Workflows/multiomics Run calculations that output information required for most integration methods: PCA, nearest neighbour and UMAP.
Gdo singlesample Workflows/gdo Processing unimodal single-sample guide-derived oligonucleotide (GDO) data.
Harmony leiden Workflows/integration Run harmony integration followed by neighbour calculations, leiden clustering and run umap on the result.
Make reference Workflows/ingestion Build a transcriptomics reference into one of many formats
Process batches Workflows/multiomics This workflow serves as an entrypoint into the ‘full_pipeline’ in order to re-run the multisample processing and the integration setup.
Process samples Workflows/multiomics A pipeline to analyse multiple multiomics samples.
Prot multisample Workflows/prot Processing unimodal multi-sample ADT data.
Prot singlesample Workflows/prot Processing unimodal single-sample CITE-seq data.
Qc Workflows/qc A pipeline to add basic qc statistics to a MuData
Rna multisample Workflows/rna Processing unimodal multi-sample RNA transcriptomics data.
Rna singlesample Workflows/rna Processing unimodal single-sample RNA transcriptomics data.
Scanorama leiden Workflows/integration Run scanorama integration followed by neighbour calculations, leiden clustering and run umap on the result.
Scvi leiden Workflows/integration Run scvi integration followed by neighbour calculations, leiden clustering and run umap on the result.
Split modalities Workflows/multiomics A pipeline to split a multimodal mudata files into several unimodal mudata files.
Totalvi leiden Workflows/integration Run totalVI integration followed by neighbour calculations, leiden clustering and run umap on the result.
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