
python - Best way to assert for numpy.array equality? - Stack …
Jul 22, 2010 · numpy.allclose(arr1, arr2) but it's not quite the same. An alternative, almost the same as your example is: numpy.alltrue(arr1 == arr2) Note that scipy.array is actually a …
Type hinting / annotation (PEP 484) for numpy.ndarray
Feb 28, 2016 · You referenced the array-like paragraph in numpy documentation. Note its typing information: A simple way to find out if the object can be converted to a numpy array using …
python - How can the Euclidean distance be calculated with …
Sep 10, 2009 · The first advice is to organize your data such that the arrays have dimension (3, n) (and are C-contiguous obviously). If adding happens in the contiguous first dimension, things …
python - Average values in two Numpy arrays - Stack Overflow
Using numpy.average. Also numpy.average can be used with the same syntax: import numpy as np a = np.array([np.arange(0,9).reshape(3,3),np.arange(9,18).reshape(3,3)]) averaged_array …
python - Saving dictionary of numpy arrays - Stack Overflow
Most of this DB data isn't going to change so I could write a separate python script to update the file every 24 hours and then use that file for this long running task. The data is being returned …
python - Flattening a list of NumPy arrays? - Stack Overflow
Nov 15, 2015 · np.array(list_of_arrays).ravel() Although, according to docs. When a view is desired in as many cases as possible, arr.reshape(-1) may be preferable. In other words. …
python - Merge two numpy arrays - Stack Overflow
Apr 22, 2017 · For this case, hstack (because second is already 2D) and c_ (because it concatenates along the second axis) would also work.
Using NumPy to build an array of all combinations of two arrays
First, I created a function that takes two arrays and generate an array with all combinations of values from the two arrays: from numpy import * def comb(a, b): c = [] for i in a: for j in b: …
python - How to convert list of numpy arrays into single numpy …
Dec 17, 2014 · In general you can concatenate a whole sequence of arrays along any axis: numpy.concatenate( LIST, axis=0 ) but you do have to worry about the shape and …
python - Computing the correlation coefficient between two multi ...
May 10, 2015 · I'm expecting the answer to involve numpy and/or scipy. Right now my arrays are numpy arrays, but I'm open to converting them to a different type. I'm expecting my output to …