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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