Probability Python Packages

pyprobables

Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.html

230K 123 12

pynomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

63K 329 37

aeppl-nightly

Tools for an Aesara-based PPL.

31K 67 20

zuko

Normalizing flows in PyTorch

25K 457 36

stochastic

Generate realizations of stochastic processes in python.

25K 504 91

conjugate-prior

Implementation of the conjugate prior table for Bayesian Statistics

25K 52 7

aeppl

Tools for an Aesara-based PPL.

17K 67 20

pydtmc

A library for discrete-time Markov chains analysis.

8K 94 18

icepool

Python dice probability package.

7K 75 5

bayesian-testing

Bayesian A/B testing

6K 83 10

aggregate

Tools for creating and working with aggregate probability distributions.

4K 61 13

compiled-knowledge

CompiledKnowledge is a Python package for compiling and querying discrete probabilistic graphical models.

4K 0 0

uqpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

3K 352 97

pyimpetus

PyImpetus is a Markov Blanket based feature subset selection algorithm that considers features both separately and together as a group in order to provide not just the best set of features but also the best combination of features

2K 142 15