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Probability Python Packages

Python packages with the GitHub topic probability. Sorted by relevance, with stars and monthly downloads.
barrust
pyprobables

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

225K 123 12
vc1492a
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].

52K 330 37
aesara-devs
aeppl-nightly

Tools for an Aesara-based PPL.

29K 67 20
crflynn
stochastic

Generate realizations of stochastic processes in python.

28K 506 91
probabilists
zuko

Normalizing flows in PyTorch

27K 459 36
argmaxml
conjugate-prior

Implementation of the conjugate prior table for Bayesian Statistics

25K 52 7
aesara-devs
aeppl

Tools for an Aesara-based PPL.

14K 67 20
TommasoBelluzzo
pydtmc

A library for discrete-time Markov chains analysis.

8K 94 18
Matt52
bayesian-testing

Bayesian A/B testing

6K 83 10
HighDiceRoller
icepool

Python dice probability package.

6K 76 5
ropeless
compiled-knowledge

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

4K 0 0
mynl
aggregate

Tools for creating and working with aggregate probability distributions.

4K 61 13
SURGroup
uqpy

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

4K 354 97
maximtrp
mchmm

Markov Chains and Hidden Markov Models in Python

3K 138 24
atif-hassan
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
alexhallam
tablespoon

🥄✨Time-series Benchmark methods that are Simple and Probabilistic

2K 41 1
harjotsodhi
delimiterfinder

Python package for probabilistic delimiter detection.

1K 1 0
tfm000
copulax

JAX-based copula modelling

1K 8 0
kddubey
cappr

Completion After Prompt Probability. Make your LLM make a choice

1K 82 3
probabilists
lampe

Likelihood-free AMortized Posterior Estimation with PyTorch

1K 135 12
michaelabryant
lossmodels

lossmodels: actuarial loss models in Python

1K 0 0
Calvinxc1
pertdist

SciPy-style Beta-PERT distribution for estimation and risk modeling.

956 9 4
quantgirluk
aleatory

Stochastic Processes Simulation and Visualisation

847 364 38
chemoelectric
quantum-correlations-visualized

Derivation, entirely by probability theory, of the correlation coefficient for a two-channel Bell test, with simulation in Ada and other languages. The Nobel Committee for Physics has banned this program. (Mirrored at https://eprb-signal-correlations.sf.net)

684 1 0
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