Generalized extreme value distribution distributions/bijectors good first issue

#874 opened Apr 14, 2020 by jedisom

7

Support for SeparableConv1DFlipout good first issue layers

#745 opened Jan 24, 2020 by jackshi0912

2

A question about target_log_prob_fn enhancement good first issue

#611 opened Oct 17, 2019 by yaowang1111

4

Please add example on NUTS sampling from posterior for Bayesian Logistic Regression enhancement good first issue

#588 opened Oct 7, 2019 by dionman

1

Laplace approximation enhancement good first issue

#570 opened Sep 26, 2019 by dionman

4

GLM: Negative Binomial Regression enhancement good first issue

#631 opened Oct 30, 2019 by lila167

5

Any plans to update the examples to TensorFlow 2? good first issue tensorflow 2.0

#607 opened Oct 14, 2019 by nbro

6

Feature request: Tweedie distribution distributions/bijectors good first issue

#529 opened Aug 21, 2019 by ys-xue

2

CholeskyWishart distribution good first issue

#527 opened Aug 15, 2019 by srvasude

3

Always-on dropout layer good first issue keras layers

#420 opened May 21, 2019 by janosh

Skew-Normal distribution good first issue

#399 opened May 8, 2019 by brianwa84

1

providing sample weights to glm.fit() and glm.fit.sparse() good first issue

#252 opened Dec 18, 2018 by adder

Missing Inverse Wishart - redefine Wishart? distributions/bijectors good first issue

#247 opened Dec 13, 2018 by Bonnevie

5

No documentation for kernel_prior and kernel_posterior

#778 opened Feb 8, 2020 by nbro

CONTRIBUTING doc unit test instructions are incomplete

#715 opened Jan 8, 2020 by csuter

Provide a resimulation Metropolis TransitionKernel enhancement good first issue mcmc

#218 opened Nov 6, 2018 by axch

4

The documentation of each method of each distribution should be more specific

#736 opened Jan 17, 2020 by nbro

2

Sample different weights for examples within a batch good first issue

#153 opened Sep 5, 2018 by vlasenkov

3

Enhance documentation for ScaleMatvecTriL bijector reg. "batch behavior"?

#690 opened Dec 16, 2019 by skeydan

Categorical features in logistic regression good first issue

#94 opened Jul 5, 2018 by allenchng

4

Tutorial on Variational Inference good first issue

#149 opened Sep 3, 2018 by nishantb21

3

Implement (folded) rank normalized R hat

#709 opened Jan 5, 2020 by jarotter

1

Probabilistic matrix factorization/PCA example/tutorial good first issue

#64 opened Jun 2, 2018 by dustinvtran

5

Categorical autoregressive distribution with LSTM example/tutorial good first issue

#73 opened Jun 2, 2018 by dustinvtran

1

DenseFlipOut layer good first issue layers

#88 opened Jun 29, 2018 by pks42

1

Stochastic block model example/tutorial good first issue

#71 opened Jun 2, 2018 by dustinvtran

5

Sigmoid belief network example/tutorial good first issue

#70 opened Jun 2, 2018 by dustinvtran

Conflicting behaviour in Copula distribution example

#807 opened Feb 22, 2020 by kasakh

improve text and visuals in Bayesian Gaussian mixture model tutorial good first issue

#74 opened Jun 2, 2018 by dustinvtran

2

Bayesian neural network tutorial good first issue

#66 opened Jun 2, 2018 by dustinvtran

1

Mixture density networks example/tutorial good first issue

#62 opened Jun 2, 2018 by dustinvtran

1

Misleading comment in BNN code

#732 opened Jan 14, 2020 by malharjajoo

Item response theory model example/tutorial good first issue

#69 opened Jun 2, 2018 by dustinvtran

1

Logistic factorial analysis example/tutorial good first issue

#68 opened Jun 2, 2018 by dustinvtran

raise error if tfp.layers' kernel_prior/posterior aren't specified with correct shapes good first issue layers

#29 opened Apr 27, 2018 by dustinvtran

2

latent space models example/tutorial good first issue

#61 opened Jun 2, 2018 by dustinvtran

1

[Request] Update examples for eager execution

#416 opened May 20, 2019 by tlkh

2

Update tf.compat.v1.app to absl.app

#660 opened Nov 28, 2019 by MokkeMeguru

Posterior predictive distribution in eight schools model does not actually compute the distribution

#447 opened Jun 3, 2019 by jme45

Tutorial request: BNN using Estimator

#371 opened Apr 18, 2019 by dave-fernandes

1

Keyword argument overload (?) in tfb.real_nvp_default_template

#350 opened Apr 4, 2019 by lmartak

1

tfp.mcmc.HamiltonianMonteCarlo: add example how to infer parameters of Bayesian neural network

#292 opened Feb 15, 2019 by janosh

21

Bayesian Linear Regression Tutorial

#168 opened Sep 26, 2018 by markaduol

3

Speed up and tune VQ-VAE hyperparameters for Hugo's binarized MNIST

#134 opened Aug 24, 2018 by keyonvafa

Get decent nats and generation in VAE example

#72 opened Jun 2, 2018 by dustinvtran