Exponential Moving Average Sampled at Varying Times

This answer based on my good understanding of low-pass filters (“exponential moving average” is really just a single-pole lowpass filter), but my hazy understanding of what you’re looking for. I think the following is what you want: First, you can simplify your equation a little bit (looks more complicated but it’s easier in code). I’m … Read more

Finding moving average from data points in Python

As numpy.convolve is pretty slow, those who need a fast performing solution might prefer an easier to understand cumsum approach. Here is the code: cumsum_vec = numpy.cumsum(numpy.insert(data, 0, 0)) ma_vec = (cumsum_vec[window_width:] – cumsum_vec[:-window_width]) / window_width where data contains your data, and ma_vec will contain moving averages of window_width length. On average, cumsum is about … Read more

How to efficiently compute average on the fly (moving average)?

Your solution is essentially the “standard” optimal online solution for keeping a running track of average without storing big sums and also while running “online”, i.e. you can just process one number at a time without going back to other numbers, and you only use a constant amount of extra memory. If you want a … Read more

How to find average from array in php?

first you need to remove empty values, otherwise average will be not accurate. so $a = array_filter($a); $average = array_sum($a)/count($a); echo $average; DEMO More concise and recommended way $a = array_filter($a); if(count($a)) { echo $average = array_sum($a)/count($a); } See here

np.mean() vs np.average() in Python NumPy?

np.average takes an optional weight parameter. If it is not supplied they are equivalent. Take a look at the source code: Mean, Average np.mean: try: mean = a.mean except AttributeError: return _wrapit(a, ‘mean’, axis, dtype, out) return mean(axis, dtype, out) np.average: … if weights is None : avg = a.mean(axis) scl = avg.dtype.type(a.size/avg.size) else: #code … Read more

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