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1.3k
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PyStan or PyMC3 to take advantage of machine learning desktop?

Published on
#python #machine-learning #probabilistic-programming
69
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Why do `Distribution` classes in PyroPPL have a `log_prob()` method but not a `prob()` method?

Published on
#python #python-3.x #pytorch #probabilistic-programming
89
Views

Can I use Student's T distribution in rainier?

Published on
#scala #statistics #bayesian #probabilistic-programming
93
Views

Probabilistic algorithm, can a best case instance depend on the randomized parameter?

Published on
#algorithm #time-complexity #probabilistic-programming #randomized-algorithm
139
Views

Variance of function combn

Published on
#r #probability #probabilistic-programming
205
Views

Influence diagrams / Decision models in Stan and PyMC3

Published on
#pymc3 #stan #markov-decision-process #probabilistic-programming
665
Views

How can I find joint probability of a bayesian network for three continuous random variables

Published on
#python #bayesian-networks #probabilistic-programming
444
Views

Implementing Variational Auto Encoder using Tensoroflow_Probability NOT on MNIST data set

Published on
#tensorflow #machine-learning #tf.keras #tensorflow-probability #probabilistic-programming
146
Views

Binary Fuse Filter adding and deleting keys

Published on
#membership #approximate #probabilistic-programming
183
Views

Changing Sampled Parameter Type in Turing.jl Model

Published on
#julia #probabilistic-programming
37
Views

An efficient probabilistic algorithm that gets a natural number N and returns a random number R in range 0<=R<=N using a coin toss

Published on
#algorithm #random #coin-flipping #probabilistic-programming
77
Views

Modeling a Poisson RV with an unknown number of structural changes

Published on
#tensorflow-probability #probabilistic-programming
109
Views

How to construct correlation matrix from pymc.LKJCorr?

Published on
#python #correlation #montecarlo #pymc #probabilistic-programming
358
Views

PyMC3 Conditioning Random Variable on Multiple Discrete Parents

Published on
#probability #pymc3 #probabilistic-programming
307
Views

Passing `missing` argument to a bernoulli model in Turing.jl

Published on
#julia #bayesian #probabilistic-programming
1.5k
Views

Different access methods to Pyro Paramstore give different results

Published on
#machine-learning #probabilistic-programming #pyro.ai
6.6k
Views

NumPyro vs Pyro: Why is former 100x faster and when should I use the latter?

Published on
#pytorch #tensorflow-probability #probabilistic-programming #pyro.ai #numpyro
676
Views

How to use pymc to parameterize a probabilistic graphical model?

Published on
#pymc3 #pymc #bayesian-networks #probabilistic-programming
83
Views

Using JuMP inside a Turing model

Published on
#julia #bayesian #julia-jump #automatic-differentiation #probabilistic-programming
195
Views

How to implement a most basic missing data model in Turing?

Published on
#julia #bayesian #probabilistic-programming

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