mathxlab.exp.random

Randomness and seeding utilities for experiment runs.

Stability

Status: Experimental.

This project treats the documented names as the public surface, but details may still evolve. If you need strict API guarantees, add __all__ = [...] to each module and version releases accordingly.

Design notes

  • Keep experiment scripts small: delegate I/O, seeding, and logging here.

  • Aim for reproducible outputs (fixed seeds, stable file names).

Examples

Set a deterministic seed

from mathxlab.exp.random import set_global_seed
set_global_seed(123)

Public API

Name

Kind

Summary

set_global_seed

function

Set global seeds for deterministic experiment runs.

Reference

Functions

mathxlab.exp.random.set_global_seed(seed)[source]

Set global seeds for deterministic experiment runs.

Parameters:

seed – Integer seed value.

Examples

>>> from mathxlab.exp.random import set_global_seed
>>> set_global_seed(123)
>>> import numpy as np; float(np.random.rand(1)[0])