test: test the plotting of denoising
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@ -139,7 +139,7 @@ def sure_threshold_filter(cA, cD):
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# soft filtering of wavelet trans with 0.25 lower percent
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# soft filtering of wavelet trans with 0.25 lower percent
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def soft_threshold_filter(cA, cD):
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def soft_threshold_filter(cA, cD):
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cA_filt = pywt.threshold(cA, 0.25 * cA.max())
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cA_filt = pywt.threshold(cA, 0.4 * cA.max())
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cD_filt = cD
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cD_filt = cD
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return cA_filt, cD_filt
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return cA_filt, cD_filt
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@ -44,7 +44,7 @@ def test_plot_wavelet_both_ways():
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cA_filt, cD_filt = soft_threshold_filter(cA, cD)
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cA_filt, cD_filt = soft_threshold_filter(cA, cD)
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plot_arrays(x, cA_filt)
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plot_arrays(x, cA_filt)
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#print(len(cA_filt))
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#print(len(cA_filt))
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y_new_values = inverse_wavelet(df, cA, cD)
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y_new_values = inverse_wavelet(df, cA_filt, cD_filt)
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#print(len(y_new_values))
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#print(len(y_new_values))
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plot_arrays(N, y_new_values)
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plot_arrays(N, y_new_values)
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