the dtypes are available as _,, etc. Advanced types, not listed in the table above, are explored in section Structured arrays. There are 5 basic numerical types representing booleans (bool), integers (int), unsigned integers (uint) floating point (float) and complex. Those with numbers in their name indicate the bitsize of the type ( how many bits are needed to represent ...
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WhatsApp· In this part of the series, we will train an LSTM Neural Network (implemented in TensorFlow) for Human Activity Recognition (HAR) from accelerometer data. The trained model will be exported/saved ...
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WhatsApp· Identify the minimum length of the series in the dataset and truncate all the other series to that length. However, this will result in a huge loss of data; Take the mean of all the lengths, truncate the longer series, and pad the series which are shorter than the mean length; Let''s find out the minimum, maximum and mean length:
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WhatsAppimport pandas as pd import numpy as np import as plt #Importing data df ... we forecast the next value(s) in a time series based on the average of a fixed finite number ''p'' of the previous values. Thus, for all i > p . A moving average can actually be quite effective, especially if you pick the right p for the series. y_hat_avg = () y_hat_avg[''moving_avg_forecast ...
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