Boolean Flags with Python argparse
Parse CLI booleans correctly with argparse actions, avoid type=bool, and choose between enable, disable, and explicit-value flags.
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Parse CLI booleans correctly with argparse actions, avoid type=bool, and choose between enable, disable, and explicit-value flags.
Create or update a file in Python with pathlib.Path.touch(), control exist_ok behavior, preserve or change timestamps, and avoid accidental truncation.
Implement Python __lt__ for custom objects with NotImplemented, consistent comparison keys, ordering helpers, and tests for mixed or unsupported types.
Solve nonlinear equations with SciPy fsolve while checking initial guesses, residuals, convergence diagnostics, domains, and alternative solvers.
Check whether a number is prime in Python with trial division, math.isqrt, edge-case guards, and a sieve for many numbers.
Create a scree plot in Python with scikit-learn PCA and Matplotlib, using explained variance, cumulative variance, and defensible component selection.
Make weighted random choices in Python with random.choices(), cumulative weights, validation, seeded generators, and NumPy probabilities.
Strip only carriage returns and line feeds from list items, preserve meaningful whitespace, and choose the cleanup that matches the input.
Learn how to write bytes to a file in Python with open wb, append binary mode, pathlib write_bytes(), encoding text, and safe readback checks.
Calculate mean squared error in Python with the formula, NumPy, scikit-learn, multi-output targets, weights, and interpretation limits.