easydecon
Getting started
Installation and quickstart
How easydecon works
Marker inputs and table schema
Core workflow
Phase 1: marker-expression priors
Phase 2: marker-profile similarity
UCell-like Phase 2 scoring
Understanding EasyDeconResult
Marker preparation
Reusing marker preparation
Scanpy markers
Reference-profile markers
Marker roles and phase-specific routing
Advanced workflows
Refining broad groups into subclusters
Optional Phase 2 candidate pruning
Spatial niche detection
Visualizing easydecon results
Validation and reference
Synthetic validation
Optional bin2cell segmentation helper
Troubleshooting
Glossary
API reference
easydecon
Index
Index
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A
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C
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D
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E
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G
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M
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P
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R
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S
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U
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__version__ (in module easydecon)
A
assign_clusters_from_df() (in module easydecon)
C
common_markers_gene_expression_and_filter() (in module easydecon)
compute_pseudobulk_deseq_markers() (in module easydecon)
compute_reference_profile_markers() (in module easydecon)
D
detect_niches_from_easydecon_result() (in module easydecon)
detect_spatial_niches_from_posteriors() (in module easydecon)
E
easydecon_workflow() (in module easydecon)
EasyDeconResult (class in easydecon)
G
get_clusters_by_similarity_on_tissue() (in module easydecon)
get_table() (in module easydecon)
M
MARKER_ROLE_MODES (in module easydecon)
MarkerSchema (class in easydecon)
P
plot_niche_compositions() (in module easydecon)
prepare_markers() (in module easydecon)
PreparedMarkers (class in easydecon)
R
read_markers_dataframe() (in module easydecon)
refine_group() (in module easydecon)
RefinedGroupResult (class in easydecon)
resolve_marker_columns() (in module easydecon)
run_easydecon() (in module easydecon)
S
select_prepared_markers() (in module easydecon)
set_batch_size() (in module easydecon)
set_n_jobs() (in module easydecon)
standardize_marker_dataframe() (in module easydecon)
summarize_easydecon_result() (in module easydecon)
summarize_marker_table() (in module easydecon)
summarize_niche_compositions() (in module easydecon)
U
UCELL_MARKER_ROLES (in module easydecon)