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Niransha answered on September 12, 2020 Popularity 1/10 Helpfulness 1/10

answer np.shape

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np.shape

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X[0].shape gives you the shape of the first element (ROW) of X, 
X.shape[0] gives you the size of the first dimension of the entire X object.

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Contributed on May 29 2023

Niransha

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what does .shape do in python

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#The shape attribute for numpy arrays returns the dimensions of the array. 
#If Y has n rows and m columns, then Y. shape is (n,m) .
import numpy as np
arr= np.array([[6, 1, 2, 1],
               [5, 4, 6, 7,],
               [6, 7, 2, 1,]])
result = np.shape(arr)
print(result)
#will return (3,4)

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Source: stackoverflow.com

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Contributed on May 19 2022

Gandalf

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numpy shape get

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>>> np.shape(np.eye(3))
(3, 3)
>>> np.shape([[1, 2]])
(1, 2)
>>> np.shape([0])
(1,)
>>> np.shape(0)
()

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Source: numpy.org

Tags: get

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Contributed on Jun 08 2021

Brainy Bug

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the shape of your array numpy

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import numpy as np
arr = np.array([1,2,3])
arr.shape

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Source: numpy.org

Tags: numpy nump

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Contributed on Apr 05 2022

BlueMoon

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python pandas shape

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# The shape attribute returns a tuple (TODO appendix) where the first value is
#the number of rows and the second number is the number of columns
print(df.shape)
(1704, 6)

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Contributed on Jan 07 2022

Anxious Alligator

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numpy shape

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>>> a = np.array([(1, 2), (3, 4)], dtype=[('x', 'i4'), ('y', 'i4')])
>>> np.shape(a)
(2,)
>>> a.shape
(2,)

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Source: numpy.org

Tags: numpy nump

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Contributed on Sep 12 2020

Evil Elephant

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shape of a NumPy array in Python

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a = np.arange(3)
b = np.arange(12).reshape((3, 4))
c = np.arange(24).reshape((2, 3, 4))

# it returns the length of each dimension (=size function of MATLAB)
print(a.shape) # (3,)
print(b.shape) # (3, 4)
print(c.shape) # (2, 3, 4)

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Contributed on Oct 19 2022

Long Lizard

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Python NumPy Shape function syntax

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numpy.shape(array_name)

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Contributed on Apr 21 2022

Outrageous Ostrich

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shape function python

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-2

# Example from https://numpy.org/doc/stable/reference/generated/numpy.ndarray.shape.html
y = np.zeros((2, 3, 4))
y.shape # this returns (2, 3, 4)

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Contributed on Apr 18 2022

CompSciGeek

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shape in python

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If you want to draw a shape download/install a GUI Library for Python like Pygame

import pygame as pg #Optional, just write: import pygame



#Draw a rectangle: pg.draw.rect(surface, (r, g, b), pg.Rect(x, y, width, height)

#Draw a circle: pg.draw.circle(surface, (r, g, b), (x, y), radius)

#Draw a line: pg.draw.circle(surface, (r, g, b), (x1, y1), (x2, y2), width))

#Draw a custom shape: pg.draw.polygon(surface, (r, g, b), points, width) #points is a list of
#points like: points = [(x1, y1), (x2, y2), (x3, y3)... (xn, yn)]

#Draw an ellipse: pg.draw.ellipse(surface, (r, g, b), pg.Rect(x, y, width, height))
#The rectangle is just for the location and dimensions of the ellipse

#Draw an arc: pg.draw.arc(surface, (r, g, b), pg.Rect(x, y, width, height), start_angle, stop_angle)
#The rect is for dimensions and location of the arc

#There is also anti-aliased (aa) shapes which I wont get into but it means the shapes will
#be 'smoother'.

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Contributed on Mar 15 2022

Victorious Vulture

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numpy shape of array

Comment

-1

import numpy as np

# Assuming 'arr' is the numpy array whose shape needs to be determined
arr = np.array([[1, 2, 3], [4, 5, 6]])
shape = arr.shape

print(shape)

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Contributed on Sep 11 2023

YOU.com

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np.shape

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