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406
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How to get reproducible samples from Tensorflow Probability: tfp.mcmc.sample_chain?

Published on
#random #bayesian #sample #mcmc #tensorflow-probability
89
Views

Get all informations of a discrete random variable in tensorflow

Published on
#tensorflow2.0 #tensorflow-probability
458
Views

Solve ODE in tensorflow with tensor inputs

Published on
#tensorflow2.0 #ode #tensorflow-probability
667
Views

How to: TensorFlow-Probability custom loss that ignores NA values (or otherwise masks loss)

Published on
#tensorflow #tensorflow-probability
162
Views

Tensorflow version compatibility with Tensorflow-probability

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#python #tensorflow #neural-network #tensorflow2.0 #tensorflow-probability
82
Views

What is the difference between the various KL-divergence implementations in TensorFlow?

Published on
#python #tensorflow #statistics #tensorflow-probability
89
Views

DenseVariational layer produces deterministic predictions even though it should be random

Published on
#python-3.x #tensorflow #bayesian-networks #tensorflow-probability
89
Views

target_log_prob_fn for JointDistributionNamed

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#python #tensorflow #tensorflow-probability
130
Views

difference between dense-layer types in tensor-flow probability

Published on
#tensorflow-probability #densevariational
196
Views

Getting a Bayesian NN to learn the noise within training data and thereby calculating prediction uncertainties

Published on
#tensorflow #bayesian #confidence-interval #tensorflow-probability #bayesian-deep-learning
47
Views

what is the meaning of warning says" tensorflow using weight layer instead of variable layer"

Published on
#python #tensorflow #tensorflow-probability
391
Views

A simple linear regression model with a DenseVariational layer in Tensorflow-Probability returns: TypeError: 'NoneType' object is not callable

Published on
#python-3.x #linear-regression #tensorflow2.0 #tensorflow-probability
655
Views

Number of parameters in Tensorflow-Probability network using DenseVariational layers

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#python-3.x #tensorflow2.0 #tensorflow-probability #densevariational
836
Views

Regression Model with 3 Hidden DenseVariational Layers in Tensorflow-Probability returns nan as loss during training

Published on
#python-3.x #regression #tensorflow2.0 #tensorflow-probability #densevariational
346
Views

How to debug exploding gradient (covariance matrix) in Tensorflow 2.0 (TFP)

Published on
#tensorflow #debugging #tensorflow2.0 #tensorflow-probability #gradienttape
660
Views

Passing tensorflow-probability distributions as bijector parameters

Published on
#python #tensorflow #tensorflow-probability
549
Views

Coding Bayesian Neural Network in TensorFlow Probability

Published on
#python #tensorflow #tensorflow-probability
246
Views

Selecting one normal from a tensor based on another random variable in TensorFlow Probability

Published on
#python #tensorflow #data-science #probability #tensorflow-probability
145
Views

Fitting a local level model using the Tensorflow Probability

Published on
#python #tensorflow #tensorflow-probability
346
Views

Using a Normal Distribution to sample images

Published on
#tensorflow #machine-learning #keras #neural-network #tensorflow-probability

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