distparser 0.3.0

Parse function-call strings into frozen scipy.stats distributions

distparser

Parse function‑call syntax strings into frozen scipy.stats distributions

Why distparser?

When you have configuration files or user input that specifies a probability distribution (e.g. "norm(loc=0, scale=1)"), you want to turn that string into a ready‑to‑sample object. distparser does exactly that, with a tiny API and zero surprises.

Installation

pip install distparser

Quick Start

from distparser import parse_dist

# Positional arguments (order matters)
dist = parse_dist("uniform(0, 1)")
sample = dist.rvs()          # e.g. 0.374

# Keyword arguments (order ignored)
dist = parse_dist("norm(loc=0, scale=1)")
samples = dist.rvs(size=5)   # array([-0.12, 1.03, ...])

# Mixed (positional + keyword) – works, but not recommended
dist = parse_dist("expon(scale=2, loc=1)")

Supported Distributions

Built‑in registry covers the most common continuous distributions:

• uniform(loc, scale)
• norm(loc, scale)
• expon(loc, scale)
• … and many more (see docs).

You can add your own at runtime:

from distparser import register_distribution
from scipy.stats import gumbel_r

register_distribution("gumbel", gumbel_r, ["loc", "scale"])

Development

See AGENTS.md for development setup and guidelines.

License

MIT