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# scipy stats.tmin () function | python

` scipy.stats.tmin (array, lowerlimit = None, axis = 0, inclusive = True) ` calculates the truncated minimum of array elements, and also ignores values ​​lying outside specified limits, along a specified axis.

Parameters:
array: Input array or object having the elements to calculate the minimum .
axis: [Default is zero] Input array or object having the elements to calculate the minimum.
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: Geometric mean of the array elements based on the set parameters.

Code # 1:

 ` # Low cut `   ` from ` ` scipy ` ` import ` ` stats ` ` import ` ` numpy as np `   ` # array elements in the range from 0 to 19 ` ` x ` ` = ` ` [` ` 1 ` `, ` ` 3 ` `, ` ` 27 ` `, ` ` 56 ` `, ` ` 2 ` `, ` ` 4 ` `, ` ` 13 ` `, ` ` 3 ` `, ` ` 6 ` `] `   ` print ` ` (` ` "Trimmed Minimum:" ` `, stats.tmin (x)) `     ` print ` ` (` `" Trimmed Minimum by setting limit: "` `, ` ` ` ` stats.tmin (x, (` ` 5 ` `)) ) `

Exit:

` Trimmed Minimum : 1 Trimmed Minimum by setting limit: 6 `

Code # 2: Check various parameters

` `

` # Cropped minimum   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 Minimum:" , stats.tmin (x))     # setting the axis print ( " Trimmed Minimum by setting axis: " ,  stats.tmin (x, axis = 1 ))   print ( "Trimmed Minimum by setting axis:" ,  stats.tmin (x, axis = 0 ))    # mouth Limit setting print ( "Trimmed Minimum by setting limit: " ,    stats.tmin (x, ( 5 ), axis = 1 ))     print ( "Trimmed Minimum by setting limit:" ,    stats.tmin (x, ( 5 ), axis = 0 )) `

` ` Exit:

` Trimmed M inimum: [1 3 3] Trimmed Minimum by setting axis: [1 3 3 3] Trimmed Minimum by setting axis: [1 3 3] Trimmed Minimum by setting limit: [27 7 6 6] Trimmed Minimum by setting limit: [7 6 7] `

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