Alpha | Get Alpha parameters for clusters |
alpha_max_loo | Maximize leave-one-out with respect to alpha |
alpha_mom | Estimate alpha using method of moments |
barcode_rank_plot | Create a barcode rank plot |
call_targets | Call clean droplets after running EM |
check_k_init | Check values of given k_init against kruns |
condense_labs | Re-assign labels by condensing to 1 to k |
convert_to_seurat | Convert an SCE object to Seurat |
create_SCE | Create an SCE object from a sparse matrix |
diem | Run DIEM pipeline |
distances | Get cluster distances to background |
divide_by_colsum | Divide elements of a column by the column's sum in a sparse matrix |
droplet_data | Return the droplet data from an SCE object |
em | Run EM |
fill_counts | Fill information from raw counts |
filter_genes | Filter out lowly expressed genes |
fraction_log | fraction of logs |
gene_data | Return the gene data from an SCE object |
get_alpha | Get MLE of alphas |
get_clean_ids | Return IDs of clean droplets |
get_dist | Get cluster distances to background disrtibution |
get_gene_pct | Get percent of reads aligned to given gene(s) |
get_llk | Get log likelihood under Dirichlet-multinomial |
get_pcs | Get PCs |
get_pi | Get mixing coefficients of Mixture model from posterior probabilities Z |
get_removed_ids | Return IDs of removed droplets |
get_var_genes | Get variable genes |
get_z | Get posterior probabilities from log likelihoods and mixing coefficients |
init | Initialize clusters |
mb_small | Single-nucleus RNA-seq of mouse brain |
merge_size | Merge small clusters |
normalize_data | Normalize raw counts. |
norm_counts | Normalize counts of a sparse matrix |
plot_dist | plot dist values against counts |
plot_umi_gene | Scatterplot of genes vs. UMI counts, colored by posterior probability |
plot_umi_gene_call | Scatterplot of genes vs. UMI counts, colored by call |
raw_counts | Return raw counts |
read_10x | Read 10X counts data |
rm_close | Remove clusters close to the background distribution |
run_em | Run EM |
run_pca | Run PCA |
SCE | SCE |
SCE-class | SCE |
set_debris_test_set | Set debris and test droplets |
sum_log | sum of logs |
z_table | Return design matrix of labs vector |