DeveloperBreeze

Numpy Programming Tutorials, Guides & Best Practices

Explore 6+ expertly crafted numpy tutorials, components, and code examples. Stay productive and build faster with proven implementation strategies and design patterns from DeveloperBreeze.

Create a NumPy 1D Array

Code January 26, 2024
python

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Reshape NumPy Array

Code January 26, 2024
python

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Performing Addition and Multiplication on NumPy Arrays

Code January 26, 2024
python

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Calculate Mean and Standard Deviation of NumPy Array

Code January 26, 2024
python

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Filtering and Selecting Elements in NumPy Array

Code January 26, 2024
python

import numpy as np

# Create a NumPy array of integers
arr = np.array([10, 20, 30, 40, 50])

# Use boolean indexing to filter elements greater than 30
filtered_arr = arr[arr > 30]
print("Filtered Array (elements > 30):", filtered_arr)

# Use integer indexing to select elements at specific indices
selected_indices = [0, 2, 4]
selected_elements = arr[selected_indices]
print("Selected Elements (by index):", selected_elements)