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Commits on Jun 15, 2018

• Introduce _SumKernel, _ProductKernel and operator overloads for PSDKernel.

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• Implement ExponentiatedQuadratic kernel

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Commits on Jun 14, 2018

• Rename util tests to match the previously renamed methods they test

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• Add Linear Gaussian state space model (SSM) distribution.

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Commits on Jun 13, 2018

• Accept string as valid argument for activation [Fixes tensorflow#32]

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• Update BGMM example colab to use new functionality: bijectors.FillTriangular,

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  Joshua V. Dillon

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• Move non-core Distributions and Bijectors to Tensorflow Probability (TFP), and deprecate tf.contrib.distributions.

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• Change docstring_util variable dereferencing regex to not collide with other doc tools

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Commits on Jun 12, 2018

• Introduce positive_semidefinite_kernels package

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• Implementation of the Hager Zhang inexact line search algorithm.

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Commits on Jun 11, 2018

• Add TransformedTransitionKernel enabling MCMC in transformed state spaces.

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Commits on Jun 8, 2018

• Make minor revision of Edward2 random variable sample_shape test.

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• Use DiCE objective

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• Allows RandomVariable to accept Tensor as sample_shape in Edward2

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Commits on Jun 6, 2018

• Add as_random_variable() method to enable user-provided distributions as Edward RVs.

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Commits on Jun 5, 2018

• Update Gaussian_Copula.ipynb use of align.

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  Joshua V. Dillon

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• Change Gaussian_Copula.ipynb equation formatting which is not correctly rendered on GitHub.

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• Use \text instead of \textsf which doesnt seem to render correctly on

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• Update jupyter notebooks to not use operatorname and middle. Also make distributions consistent across all notebooks.

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• Update CONTRIBUTING.md with starter tips.

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Commits on Jun 2, 2018

• Update README.md with ref to GMM colab.

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• Add Bayesian Gaussian Mixture Model colab.

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Commits on Jun 1, 2018

• Employ functor pattern to restore use of Keras in VAE example.

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Commits on May 31, 2018

• Remove template from Eight Schools example. (Because there are no variables in this colab, the template has no effect.)

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• Fix VAE visualizations by reverting from Keras layers to tf.layers.

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Commits on May 29, 2018

• Ensure that the Fisher scoring code works with batched inputs.

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Commits on May 24, 2018

• Internal Change.

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Commits on May 23, 2018

• Clarify and explicate style for name and export management.

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• Improve usability of fit_one_step:

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Commits on May 22, 2018

• Add matvecmul() for convenient matrix-vector multiplication.

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• Add random_rademacher util.

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  Joshua V. Dillon

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• Bump layers:conv_variational_test size to "medium".

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• Remove deprecated (deleted) flag incompatible_load_argument_is_label from bazel.rc

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• Expose csiszar_divergence function in tfp namespace.

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Commits on May 21, 2018

• Refactor/clean HMC code in preparation for L2HMC, eg, use SeedStream.

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