All functions

Antler-class

Interface of the Antler package (reference class).

add_color_map

Add a new color map.

brew_more_colors()

Build and name color palette vectors

build_pseudotime_tree

Reconstruct pseudotime tree

carve

Reconstruct cell state lineage trajectories

cell_clusters_identify

Cluster cells from a selected gene module list.

cell_names

Returns the current cell names.

cell_state_graph_plot

Plot cell state graph

convert_ensembl_id_to_name

Replace ensembl gene ids with gene names

define_cell_samples

Define the cells sample names and map the cell colors to some of their metadata.

dispersed_genes

Print highly-dispersed genes.

exclude_exotic_genes

Exclude genes from their name pattern.

exclude_unexpressed_genes

Exclude genes with low expression.

export_expressionset

Export internal expression set.

gene_modules_export

Save gene module to file.

gene_modules_identify

Identify gene modules.

gene_modules_report_genes

Report whether genes belong to modules

gene_modules_select_from_gene_names

Select gene modules from gene names

gene_modules_select_from_ids

Select gene modules from indices

gene_names

Returns the current gene names.

genes_from_GOterms()

Convert GO terms to gene names.

load_dataset

Import a RNA-seq dataset into Antler.

normalize

Normalize gene expression levels.

num_cells

Returns the current number of cells.

num_genes

Returns the current number of genes.

plot_QC

Render various plots indicating the tallied gene and cell count distributions.

plot_pseudotime_dynamics

Visualize the smoothed gene expression dynamics along specific branches of the pseudotime tree.

plot_transcriptome_summary

Heatmap of the transcriptomic profile.

read_counts

Returns a gene expression matrix.

remove_cells

Exclude cells from the current dataset

remove_clusters

Exclude cells belonging to one or more clusters

remove_genes

Exclude genes from the current dataset.

remove_outliers

Remove outlier genes and cells.

report

Print the current analysis log in the console.

sample_size

Returns a contingency table with the counts per type of cell samples.

save_dataset

Save dataset to file.

select_dispersed_genes

Select highly-dispersed genes.

set_favorite_genes

Store a list of favorite gene names.

smooth

Smooth gene expression using the cell state graph

test_kernel_widths

Plot cell state graph over different gaussian kernel widths