rthon

Name	rthon JSON
Version	0.3.0 JSON
	download
home_page	None
Summary	R-style probability functions for Python: Normal, Uniform, Binomial, Poisson, Exponential, and Gamma distributions
upload_time	2025-08-25 02:10:20
maintainer	None
docs_url	None
author	None
requires_python	>=3.8
license	MIT
keywords	r binomial distributions exponential gamma normal poisson probability statistics uniform
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
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            # rthon

R-style probability functions for Python, providing familiar statistical distribution functions with R-compatible interfaces.

## Features

Currently supports these probability distributions:

- **Normal Distribution**: `dnorm`, `pnorm`, `qnorm`, `rnorm`
- **Uniform Distribution**: `dunif`, `punif`, `qunif`, `runif`
- **Binomial Distribution**: `dbinom`, `pbinom`, `qbinom`, `rbinom`
- **Poisson Distribution**: `dpois`, `ppois`, `qpois`, `rpois`
- **Exponential Distribution**: `dexp`, `pexp`, `qexp`, `rexp`
- **Gamma Distribution**: `dgamma`, `pgamma`, `qgamma`, `rgamma`

## Installation

```bash
pip install rprob
```

## Quick Start

```python
from rprob import dnorm, pnorm, qnorm, rnorm

# Normal distribution examples
dnorm(0)        # PDF at x=0
pnorm(1.96)     # CDF at x=1.96
qnorm(0.975)    # Quantile for p=0.975
rnorm(10)       # 10 random samples

# All functions support R-style parameters
pnorm(1.96, lower_tail=False, log=True)
dnorm([0, 1, 2], mean=1, sd=2)
```

## License

MIT License 
            

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