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url: https://verapancaldilab.github.io/multideconv/
template:
bootstrap: 5
bslib:
pkgdown-nav-height: 100px
home:
sidebar:
structure: [links, license, community, citation, authors, dev, toc]
navbar:
structure:
left: [intro, articles, reference, news]
right: [search, github]
components:
articles:
text: Articles
menu:
- text: "Deconvolution with default methods"
href: articles/a1_deconvolution.html
- text: "Cell type subgroup analysis"
href: articles/a2_subgroups.html
- text: "Single-cell deconvolution"
href: articles/a3_single_cell.html
- text: "Pseudo-bulk profiles and benchmarking"
href: articles/a4_benchmark.html
- text: "Machine learning workflows"
href: articles/a5_machine_learning.html
articles:
- title: "Tutorial"
contents:
- a1_deconvolution
- a2_subgroups
- a3_single_cell
- a4_benchmark
- a5_machine_learning
reference:
- title: Main
desc: >
Public user-facing functions
contents:
- compute.deconvolution
- compute.deconvolution.analysis
- replicate_deconvolution_subgroups
- compute.subgroup.pathways
- prepare_multideconv_folds
- title: Benchmarking
desc: >
Public benchmarking workflow
contents:
- compute.benchmark
- title: Single cell functions
desc: >
Public single-cell utilities
contents:
- create_metacells
- create_sc_pseudobulk
- create_sc_signatures
- title: Utils
desc: >
Internal use (not exported functions)
contents:
- standardize_celltype_colnames
- compute.deconvolution.preprocessing
- compute_methods_variable_signature
- compute_sc_deconvolution_methods
- computeCBSX
- computeCBSX_parallel
- computeDWLS
- computeDWLS_parallel
- computeDeconRNASeq
- computeEpiDISH
- computeMOMF
- computeMOMF_parallel
- computeQuantiseq
- compute_subgroups
- compute.cell.types
- corr_subgroups
- remove_subgroups
- remove_low_variance
- find.maximum.iteration
- removeCorrelatedFeatures
- title: Package Data
desc: >
Example data
contents:
- raw_counts
- deconv_bulk
- deconvolution
- metacells_data
- metacells_metadata
- pseudobulk
- cells_groundtruth
- subgroups
- sample_labels
- cell_labels