API Reference

scAutoQC

calculate_qc(adata[, flags, extra_flags, ...])

Calculate quality control (QC) metrics for an AnnData object.

cellwise_qc(adata[, metrics, cell_qc_key, ...])

Filter cells in an AnnData object based on quality control metrics.

generate_qc_clusters(ad, metrics[, aux_ad, ...])

Generate quality control (QC) clusters for an AnnData object.

clusterwise_qc(ad[, threshold, clus_key, ...])

Find good quality control (QC) clusters in an AnnData object.

multi_resolution_cluster_qc(ad, metrics[, ...])

Run generate_qc_clusters() and clusterwise_qc() for a number of potential resolutions.

fit_gaussian(x[, n_components, threshold, ...])

Fit a Gaussian mixture model to a 1D numpy array.