percentile#
Find the q-th percentile of an input sequence. q is a value between 0 and 100 representing the percentile. A value
of 0 is equivalent to mean, 100 is max, and 50 is the median when using the LINEAR method.
Note
Multiple q values are not supported yet
Supported methods for interpolation are: LINEAR, HAZEN, WEIBULL, LOWER, HIGHER, MIDPOINT, NEAREST, MEDIAN_UNBIASED, and NORMAL_UNBIASED
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template<typename InType>
__MATX_INLINE__ auto matx::percentile(const InType &in, unsigned char q, PercentileMethod method = PercentileMethod::LINEAR)# Compute product of numbers
Returns a tensor representing the product of all items in the reduction
- Template Parameters:
InType – Input data type
- Parameters:
in – Input data to reduce
q – Percentile to compute (between 0-100)
method – Method of interpolation
- Returns:
Operator with reduced values of prod-reduce computed
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template<typename InType, int D>
__MATX_INLINE__ auto matx::percentile(const InType &in, unsigned char q, const int (&dims)[D], PercentileMethod method = PercentileMethod::LINEAR)# Compute product of numbers along axes
Returns a tensor representing the product of all items in the reduction
- Template Parameters:
InType – Input data type
D – Num of dimensions to reduce over
- Parameters:
in – Input data to reduce
q – Percentile to compute (between 0-100)
dims – Array containing dimensions to compute over
method – Method of interpolation
- Returns:
Operator with reduced values of prod-reduce computed
Examples#
// Find the 50th percentile value in `t1e` using linear interpolation between midpoints
(t0 = percentile(t1e, 50, PercentileMethod::LINEAR)).run(exec);