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@ -105,10 +105,11 @@ def permulation_kde(event_dt, repetitions = 2000, max_dt = 60, max_mem_use_GB =
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# conv_t_perm = cp.tile(conv_tt, (1, repetitions, len(event_dt)))
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# conv_t_perm = cp.tile(conv_tt, (1, repetitions, len(event_dt)))
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gauss_3d = cp.exp(-((conv_tt - event_dt_perm) / kernal_w) ** 2 / 2) * kernal_h
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gauss_3d = cp.exp(-((conv_tt - event_dt_perm) / kernal_w) ** 2 / 2) * kernal_h
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gauss_3d /= np.sum(gauss_3d, axis=0)
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# gauss_3d /= np.sum(gauss_3d, axis=0)
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kde_3d = cp.sum(gauss_3d, axis = 2).transpose()
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kde_3d = cp.sum(gauss_3d, axis = 2).transpose()
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try:
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try:
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kde_3d_numpy = cp.asnumpy(kde_3d)
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kde_3d_numpy = cp.asnumpy(kde_3d)
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del event_dt_perm, gauss_3d, kde_3d
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del event_dt_perm, gauss_3d, kde_3d
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