Distributions Python Packages

skpro

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

nlptoolkit-math

Math library

statanim

A Manim extension for animated statistical visualisations — distributions, regression, probability, inference and more.

binned-cdf

A PyTorch-based distribution parametrized by the logits of CDF bins

nlptoolkit-math-cy

Math library

synloc

A Python package to create synthetic data from locally estimated distributions

aleam

True randomness for AI and machine learning. Non-recursive, stateless, cryptographically secure random number generator.

probabilistic-functions

A comprehensive Python library for working with probability distributions and statistical functions. This library provides tools for symbolic and numeric manipulation of probability distributions, along with visualization capabilities.

fitpdf

Bayesian distribution fitting for pulsar and FRB data.

probs

Probability library for Python

promethium

Library for calculating statistical distributions, written in pure Python with zero dependencies.

overloaded-iterables

Overloaded version of the built-in python classes: list and set to include some extra functionalities.

tspydistributions

Location Scale Family Statistical Distributions

autolik

Provide the automatic differentiation for Likelihood maximization routine

distimate

Distributions visualized