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Code Explanation_IT Specialized Prompt

command format

As a code compiler, please explain what the following code snippet does and output the result of its execution -


Python Code Snippet

Examples of commands

As a code compiler, please explain what the following code snippet does -

import cv2
import numpy as np
import matplotlib.pyplot as plt
img = cv2.imread(data_path + 'kxcy.jpg')
plt.imshow(cv2.cvtColor(img, cv2.COLOR_BGR2RGB))
plt.show()
emboss_kernel = np.array([[-1, 0, 0],
[0, 0, 0],
[0, 0, 1]])
emboss_img = cv2.filter2D(src=img, ddepth=-1, kernel=emboss_kernel)
plt.imshow(emboss_img)
plt.show()

Automatic code commenting

command format

Please, as a machine learning engineer, add code comments to the following code snippet -- the

**Python code snippet

Examples of commands

Please, as a machine learning engineer, add code comments to the following code snippet -- the

import numpy as np
import matplotlib.pyplot as plt
%matplotlib inline
def relu(x).
return np.where(x < 0, 0, x)
relu_inputs = np.arange(-10,10,0.1)
relu_outputs = relu(relu_inputs)
plt.plot(relu_inputs,relu_outputs)
plt.xlabel("Relu Inputs")
plt.ylabel("relu Outputs")
plt.show()

Automatic code commenting

command format

Please, as a software engineer, provide the following [Function name] Documentation of function generation instructions --

function code

Examples of commands

As a software engineer, please generate documentation for the following [init_network] functions --

def init_network().
network = {}
network['W1'] = np.array(0.1, 0.3, 0.5], [0.2, 0.4, 0.6)
network['b1'] = np.array([0.1, 0.2, 0.3])
network['W2'] = np.array(0.1, 0.4], [0.2, 0.5], [0.3, 0.6)
network['b2'] = np.array([0.1, 0.2])
network['W3'] = np.array(0.1, 0.3], [0.2, 0.4)
network['b3'] = np.array([0.1, 0.2])
return network

Improve code readability

command format

Please, as a software engineer, optimize the readability of the following code -

Python Code

Examples of commands

Please, as a software engineer, optimize the readability of the following code -

def list(a,b).
randomCamelCase = a
randon_snake_case = b
return [randomCanmlCase, random_snake_case]

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