How to Create a Stack in Python - HubSpot Blog _ = plt.xlabel(Min. Detecting and fixing outliers in a GPS trajectory Practice An Outlier is a data-item/object that deviates significantly from the rest of the (so-called normal)objects. n, post_idx = int(post * fs)n, Please make sure you understand the "order" option. outputs: [], [SOLVED]. (Bathroom Shower Ceiling). indexes = peakutils.indexes(cb, thres=0.02/max(cb), min_dist=100) The PeakUtils indexes function is easy to use and allows to filter on an height threshold and on a minimum distance . source, Status: crossings = detect_threshold_crossings(signal, fs, spike_threshold, 0.003) # dead time of 3 msn, for i in range(n):n, They use to have values very different from the rest of their neighboor. You will find in the following parts of this "Getting Started" many examples of programs you can use as you explore the Python functionalities of SPIKE. Connect and share knowledge within a single location that is structured and easy to search. Modified 9 years, 3 months ago. You can also mix objects of different types within the same list, although list elements often share the same type. from_idx = max(0, int(from_in_s * sampling_frequency))n, To detect peaks, you instantiate the detector with parameters that match the events you want to detect, and then send the detector chunks of data. rev2023.7.24.43543. cell_type: markdown, for i in range(n_components):n, By clicking Post Your Answer, you agree to our terms of service and acknowledge that you have read and understand our privacy policy and code of conduct. 1.79492225e-06 1.49837614e-06 1.21960289e-06 9.88322222e-07n, _ = plt.plot(transformed_3d[:,1], transformed_3d[:,2],.)n, Which is the GPL license adapted to the French law. Learn more about Stack Overflow the company, and our products. Find permutation of numbers 1 to N having X local maxima (peaks) and Y local minima (valleys) 4. outputs: [, image/png: 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