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I'm trying to plot a histogram with matplotlib. I need to convert my one-line 2D Array
[[1,2,3,4]] # shape is (1,4)
into a 1D Array
[1,2,3,4] # shape is (4,)
How can I do this?
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Every row in your 2D array is placed end to end in your 1D array. i gives which row you are in, and j gives the column (how far into that row). so if you are in the ith row, you need to place i complete rows end to end, then append j more onto that to get your single array index.
Python Numpy – Create One Dimensional Array One dimensional array contains elements only in one dimension. In other words, the shape of the numpy array should contain only one value in the tuple. To create a one dimensional array in Numpy, you can use either of the array(), arange() or linspace() numpy functions.
Adding ravel as another alternative for future searchers. From the docs,
It is equivalent to reshape(-1, order=order).
Since the array is 1xN, all of the following are equivalent:
arr1d = np.ravel(arr2d)arr1d = arr2d.ravel()arr1d = arr2d.flatten()arr1d = np.reshape(arr2d, -1)arr1d = arr2d.reshape(-1)arr1d = arr2d[0, :]
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