Distributions Python Packages

skpro

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

nlptoolkit-math

Math library

nlptoolkit-math-cy

Math library

binned-cdf

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

aleam

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

synloc

A Python package to create synthetic data from locally estimated distributions

probs

Intuitive Probability API in Python

probabilistic-functions

A Python package for working with probabilistic functions and distributions.

promethium

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

fitpdf

Bayesian distribution fitting for pulsar and FRB data.

tspydistributions

Location Scale Family Statistical Distributions

autolik

Provide the automatic differentiation for Likelihood maximization routine

overloaded-iterables

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

distimate

Distributions visualized