adt_quality_control.hpp File Reference

Simple per-cell QC metrics from an ADT count matrix. More...

#include <vector>
#include <limits>
#include <algorithm>
#include <type_traits>
#include "tatami/tatami.hpp"
#include "find_median_mad.hpp"
#include "per_cell_qc_metrics.hpp"
#include "choose_filter_thresholds.hpp"

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Classes
struct	scran_qc::ComputeAdtQcMetricsOptions
	Options for compute_adt_qc_metrics(). More...
struct	scran_qc::ComputeAdtQcMetricsBuffers< Sum_, Detected_ >
	Buffers for compute_adt_qc_metrics(). More...
struct	scran_qc::ComputeAdtQcMetricsResults< Sum_, Detected_ >
	Results of compute_adt_qc_metrics(). More...
struct	scran_qc::ComputeAdtQcFiltersOptions
	Options for compute_adt_qc_filters(). More...
class	scran_qc::AdtQcFilters< Float_ >
	Filter for high-quality cells using ADT-based metrics. More...
class	scran_qc::AdtQcBlockedFilters< Float_ >
	Filter on ADT-based QC metrics with blocking. More...

Namespaces
namespace	scran_qc
	Simple quality control for single-cell data.

Functions
template<typename Value_ , typename Index_ , typename Subset_ , typename Sum_ , typename Detected_ >
void	scran_qc::compute_adt_qc_metrics (const tatami::Matrix< Value_, Index_ > &mat, const std::vector< Subset_ > &subsets, const ComputeAdtQcMetricsBuffers< Sum_, Detected_ > &output, const ComputeAdtQcMetricsOptions &options)
template<typename Sum_ = double, typename Detected_ = int, typename Value_ = double, typename Index_ = int, typename Subset_ = const uint8_t*>
ComputeAdtQcMetricsResults< Sum_, Detected_ >	scran_qc::compute_adt_qc_metrics (const tatami::Matrix< Value_, Index_ > &mat, const std::vector< Subset_ > &subsets, const ComputeAdtQcMetricsOptions &options)
template<typename Float_ = double, typename Sum_ , typename Detected_ >
AdtQcFilters< Float_ >	scran_qc::compute_adt_qc_filters (size_t num, const ComputeAdtQcMetricsBuffers< Sum_, Detected_ > &metrics, const ComputeAdtQcFiltersOptions &options)
template<typename Float_ = double, typename Sum_ , typename Detected_ >
AdtQcFilters< Float_ >	scran_qc::compute_adt_qc_filters (const ComputeAdtQcMetricsResults< Sum_, Detected_ > &metrics, const ComputeAdtQcFiltersOptions &options)
template<typename Float_ = double, typename Sum_ , typename Detected_ , typename Block_ >
AdtQcBlockedFilters< Float_ >	scran_qc::compute_adt_qc_filters_blocked (size_t num, const ComputeAdtQcMetricsBuffers< Sum_, Detected_ > &metrics, const Block_ *block, const ComputeAdtQcFiltersOptions &options)
template<typename Float_ = double, typename Sum_ , typename Detected_ , typename Block_ >
AdtQcBlockedFilters< Float_ >	scran_qc::compute_adt_qc_filters_blocked (const ComputeAdtQcMetricsResults< Sum_, Detected_ > &metrics, const Block_ *block, const ComputeAdtQcFiltersOptions &options)

Detailed Description

Simple per-cell QC metrics from an ADT count matrix.