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numpy

NumPy library for numerical computing in Python

ProgrammingHow to Access Ith Column of NumPy Multidimensional Array

Learn how to efficiently access the ith column in a NumPy array using slicing like test[:, i]. Get the first column [1, 3, 5] from [[1,2],[3,4],[5,6]]. Fast views, no copying, perfect for large numpy arrays and indexing.

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ProgrammingFind Duplicates in Python Lists: Set, Counter, Sort

Efficient methods to find duplicates in Python lists using sets, collections.Counter or sorting. Handles unhashable items and covers time and space complexity.

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ProgrammingNumPy Polyfit: Fix Cubic Polynomial Coefficients Python

Why does sampling fail for cubic polynomial coefficients in NumPy? Fix Vandermonde matrix issues with np.polyfit, np.vander for accurate roots. Robust Python code for polynomial fitting and np.roots.

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