Thresholding functions
The thresholding helper module implements the most popular signal
thresholding functions.
Hard thresholding
-
pywt.thresholding.hard(data, value[, substitute=0])
Hard thresholding. Replace all data values with substitute where their
absolute value is less than the value param.
Data values with absolute value greater or equal to the thresholding
value stay untouched.
| Parameters: |
- data – numeric data
- value – thresholding value
- substitute – substitute value
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| Returns: | array
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Soft thresholding
-
pywt.thresholding.soft(data, value[, substitute=0])
Soft thresholding.
| Parameters: |
- data – numeric data
- value – thresholding value
- substitute – substitute value
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| Returns: | array
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Greater
-
pywt.thresholding.greater(data, value[, substitute=0])
Replace data with substitute where data is below the thresholding
value.
Greater data values pass untouched.
| Parameters: |
- data – numeric data
- value – thresholding value
- substitute – substitute value
|
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| Returns: | array
|
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Less
-
pywt.thresholding.less(data, value[, substitute=0])
Replace data with substitute where data is above the thresholding
value.
Less data values pass untouched.
| Parameters: |
- data – numeric data
- value – thresholding value
- substitute – substitute value
|
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| Returns: | array
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