Package for computing PMF and CDF of Poisson binomial distribution.
Project description
fast-poibin
fast-poibin is a Python package for efficiently computing PMF or CDF of Poisson binomial distribution.
- API Reference: https://privet-kitty.github.io/fast-poibin/
- Repository: https://github.com/privet-kitty/fast-poibin/
Installation
pip install fast-poibin
Python versions 3.8 to 3.11 are supported.
Basic Usage
>>> from fast_poibin import PoiBin
>>> poibin = PoiBin([0.1, 0.2, 0.2])
>>> poibin.pmf
array([0.576, 0.352, 0.068, 0.004])
>>> poibin.cdf
array([0.576, 0.928, 0.996, 1. ])
Copyright
Copyright (c) 2023 Hugo Sansaqua.
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
fast_poibin-0.3.1.tar.gz
(11.5 kB
view details)
Built Distribution
File details
Details for the file fast_poibin-0.3.1.tar.gz.
File metadata
- Download URL: fast_poibin-0.3.1.tar.gz
- Upload date:
- Size: 11.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: poetry/1.3.1 CPython/3.10.9 Windows/10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 56381035700eb03f3eb297609090568e6451bfed908e0c66132089b4e0504b33 |
|
| MD5 | 70cc82cbd1a363202c9e81f6f89811a9 |
|
| BLAKE2b-256 | fb8c93730cd84e0fd9184fa8ba79facb2e1f09568c316274c689115b925a7440 |
File details
Details for the file fast_poibin-0.3.1-py3-none-any.whl.
File metadata
- Download URL: fast_poibin-0.3.1-py3-none-any.whl
- Upload date:
- Size: 12.7 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: poetry/1.3.1 CPython/3.10.9 Windows/10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 12874daa6709680bf6e0718a84719bffd011be555ce4b9f211fe647de2a0771a |
|
| MD5 | 792aec10ba5ef96c6dfc59016e732884 |
|
| BLAKE2b-256 | 8f124db63daf135737da998d07083112e63814e4edf115717e956068e431c2d6 |
