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Search results for julia probability

18 search results found

Distributions.jl ⭐ 1,050

A Julia package for probability distributions and associated functions.

Statswithjuliabook ⭐ 760

Measuretheory.jl ⭐ 377

"Distributions" that might not add to one.

Bayesian Statistics ⭐ 310

This repository holds slides and code for a full Bayesian statistics graduate course.

Montecarlomeasurements.jl ⭐ 247

Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.

Adagram.jl ⭐ 156

Adaptive Skip-gram implementation in Julia

Sigma.jl ⭐ 63

Sigma is a probabilistic programming environment implemented in Julia

Complexitymeasures.jl ⭐ 45

Estimators for probabilities, entropies, and other complexity measures derived from observations in the context of nonlinear dynamics and complex systems

Informationmeasures.jl ⭐ 42

Entropy, mutual information and higher order measures from information theory, with various estimators and discretisation methods.

Restrictedboltzmannmachine ⭐ 35

Neural network trained as a generative model on the MNIST dataset using Persistent Contrastive Divergence.

Probabilityboundsanalysis.jl ⭐ 19

Probability bounds analysis in Julia

Conditionaldists.jl ⭐ 15

Conditional probability distributions powered by DistributionsAD.jl

Calibrationerrors.jl ⭐ 13

Estimation of calibration errors.

Ipmeasures.jl ⭐ 11

Implementation of Integral Probability Measures in Julia

Empiricaldistributions.jl ⭐ 11

Empirical probability distributions in Julia

Momentarithmetic.jl ⭐ 11

Rigorous moment propagation with partial information about moments and dependencies in Julia

Julia package for working with Markov decision processes (MDPs)

Autologistic.jl ⭐ 5

Autologistic regression models in Julia

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