NumPy | Python Methods and Functions

` `

calculates the truncated maximum of array elements and also ignores values outside the specified limits, along the specified axis. ** scipy.stats.tmax (array, lowerlimit = None, axis = 0, inclusive = True) **

Parameters:

array:Input array or object having the elements to calculate the trimmed maximum.

axis:Axis along which the statistics is to be computed. By default axis = 0

limits:Lower and upper bound of the array to consider, values less than the lower limit or greater than the upper limit will be ignored. If limits is None [default], then all values are used.

inclusive:Decide whether to include the values equal to lower or upper bound, or to exclude them while calculation.

Returns:Trimmed maximum of the array elements based on the set parameters.

** Code # 1: **

` ` |

** Exit:**

Trimmed Maximum : 56 Trimmed Maximum by setting limit: 4

** Code # 2: ** with multidimensional data

` `

` ` ` # Cropped maximum `

` from `

` scipy `

` import `

` stats `

` import `

` numpy as np `

` # array elements ranging from 0 to 19 `

` x `

` = `

` [[`

` 1 `

`, `

` 3 `

`, `

` 27 `

`], `

` [`

` 3 `

`, `

` 4 `

`, `

` 7 `

`], `

` [`

` 7 `

`, `

` 6 `

`, `

` 3 `

`], `

` `

` [`

` 3 `

`, `

` 6 `

`, `

` 8 `

`]] `

` print `

` (`

` "Trimmed Maximum:" `

`, stats.tmax (x)) `

` # setting the axis `

` print `

` (`

` "Trimmed Maximum by setting axis:" `

`, `

` `

` stats.tmax (x, axis `

` = `

` 1 `

`)) `

` print `

` (`

`" Trimmed Maximum by setting axis: "`

`, `

` stats.tmax (x, axis `

` = `

` 0 `

`)) `

` # installed setting limit `

` print `

` (`

` "Trimmed Maximum by setting limit: "`

`, `

` `

` stats.tmax (x, (`

` 5 `

`), axis `

` = `

` 1 `

`)) `

` print `

` (`

` "Trimmed Maximum by setting limit:" `

`, `

` `

` stats.tmax (x, (`

` 5 `

`), axis `

` = `

` 0 `

`)) `

` `

** Exit:**

Trimmed Maxi mum: [7 6 27] Trimmed Maximum by setting axis: [27 7 7 8] Trimmed Maximum by setting axis: [7 6 27] Trimmed Maximum by setting limit: [3 4 3 3] Trimmed Maximum by setting limit: [3 4 3]

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