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* Modify docs under contrib/distributions to point to tfp.Gravatar Brian Patton2018-09-20
| | | | PiperOrigin-RevId: 213866466
* Move from deprecated self.test_session() to self.cached_session().Gravatar A. Unique TensorFlower2018-09-17
| | | | | | | | self.test_session() has been deprecated in 9962eb5e84b15e309410071b06c2ed2d6148ed44 as its name confuses readers of the test. Moving to cached_session() instead which is more explicit about: * the fact that the session may be reused. * the session is not closed even when doing a "with self.test_session()" statement. PiperOrigin-RevId: 213326581
* Remove magic-doc-links from code.Gravatar Mark Daoust2018-08-16
| | | | | | | | | | This change contains no code changes. Only doc-strings. We can't use relative links in code files, so we don't have much choice but to link to tensorflow.org/ The deleted links were to docs that no longer exist. PiperOrigin-RevId: 209019572
* Fix Missing r-string.Gravatar Mark Daoust2018-06-28
| | | | | | | | | | The docs generator is not happy about the "\a" in "\approx" is becoming a "alert" escape sequence. This should also fix a lot of the mathjax rendering on this page: https://www.tensorflow.org/api_docs/python/tf/contrib/bayesflow/monte_carlo/expectation PiperOrigin-RevId: 202550662
* Gamma distribution and the derived distributions (Beta, Dirichlet, Student's ↵Gravatar A. Unique TensorFlower2018-06-22
| | | | | | | | | | | | | | | t, inverse Gamma) are fully reparameterized. For every distribution, the changes are: * Set reparameterization_type to FULLY_REPARAMETERIZED. * Add a note about reparameterization and an example to the docstring. * Add a test that ensures that the gradients exist. Additional changes: * Fix docstring and test in TFP that assume that Gamma is not reparameterized. We simply replace Gamma with Bernoulli :) * Fix paths to modules in docstrings. PiperOrigin-RevId: 201691205
* Remove Bayesflow/Distribution/Bijector docs.Gravatar A. Unique TensorFlower2018-06-11
| | | | | | These docs are out of date. PiperOrigin-RevId: 200066984
* Merge changes from github.Gravatar Yifei Feng2018-04-23
| | | | PiperOrigin-RevId: 194031845
* Merge changes from github.Gravatar Michael Case2018-04-10
| | | | PiperOrigin-RevId: 192388250
* Remove all_opensource_files. It's not needed any more.Gravatar Martin Wicke2018-03-28
| | | | PiperOrigin-RevId: 190878279
* Finish deprecation of tf.contrib.bayesflow.{HMC,MetropolisHastings}.Gravatar Joshua V. Dillon2018-03-26
| | | | | | New home: https://github.com/tensorflow/probability/tree/master/tensorflow_probability/python/mcmc PiperOrigin-RevId: 190560180
* Add custom_gradient function.Gravatar Joshua V. Dillon2018-03-12
| | | | PiperOrigin-RevId: 188765271
* Improve usability of `tf.contrib.bayesflow.custom_gradient` by removing need ↵Gravatar Joshua V. Dillon2018-03-12
| | | | | | for `axis` arg and support taking lists. PiperOrigin-RevId: 188751894
* Migrate tf.contrib.bayesflow.optimizers to tfp.optimziers.Gravatar Joshua V. Dillon2018-03-09
| | | | PiperOrigin-RevId: 188547477
* Migrate AIS chain into `tfp.mcmc` and modularize its interface to take a ↵Gravatar Joshua V. Dillon2018-03-07
| | | | | | TransitionKernel. PiperOrigin-RevId: 188239559
* Move `tf.contrib.bayesflow.layers` to `tfp.layers`.Gravatar Joshua V. Dillon2018-03-07
| | | | PiperOrigin-RevId: 188203941
* Migrate Halton Sequence sampler into tensorflow_probability.Gravatar Joshua V. Dillon2018-03-07
| | | | PiperOrigin-RevId: 188191091
* Docs: Fix prefix for the fancy-linker.Gravatar Billy Lamberta2018-03-06
| | | | PiperOrigin-RevId: 188075262
* Migrate MCMC diagnostics and Halton Sequence sampler intoGravatar Joshua V. Dillon2018-03-06
| | | | | | tensorflow_probability. PiperOrigin-RevId: 188057302
* disabling msan flaky testGravatar Olivia Nordquist2018-03-05
| | | | PiperOrigin-RevId: 187942643
* Add objective functions for variational inference with Csiszar f-divergences.Gravatar A. Unique TensorFlower2018-03-05
| | | | PiperOrigin-RevId: 187931921
* Automated g4 rollback of changelist 185073515Gravatar A. Unique TensorFlower2018-03-05
| | | | PiperOrigin-RevId: 187852929
* Add util which creates Python callable with tf.Variables explicitly asGravatar Joshua V. Dillon2018-03-01
| | | | | | arguments. PiperOrigin-RevId: 187561302
* Internal change.Gravatar Jeremy Lau2018-02-26
| | | | PiperOrigin-RevId: 187061863
* Internal change.Gravatar Jeremy Lau2018-02-23
| | | | PiperOrigin-RevId: 186843326
* Unify metropolis_hastings interface with HMC kernel.Gravatar Dustin Tran2018-02-22
| | | | PiperOrigin-RevId: 186716023
* Automated g4 rollback of changelist 186260342Gravatar Dustin Tran2018-02-20
| | | | PiperOrigin-RevId: 186393300
* DOCFIX: hmc.sample_chain kwarg num_steps_between_results docstring seemed toGravatar Ian Langmore2018-02-20
| | | | | indicate a different type of thinning than what is actually going on. PiperOrigin-RevId: 186349630
* Automated g4 rollback of changelist 186260342Gravatar Dustin Tran2018-02-19
| | | | PiperOrigin-RevId: 186266857
* Reduce tfp.layers boilerplate via programmable docstrings.Gravatar Dustin Tran2018-02-19
| | | | PiperOrigin-RevId: 186260342
* effective_sample_size kwarg change (same default behavior).Gravatar Ian Langmore2018-02-14
| | | | | | | | | * rename max_lags --> filter_beyond_lag * rename max_lags_threshold --> filter_threshold * Users can use both filters, and they combine in an "OR" manner * None ==> turn off a filter. PiperOrigin-RevId: 185666926
* Disable flaky halton_sequence_testGravatar A. Unique TensorFlower2018-02-11
| | | | PiperOrigin-RevId: 185294455
* Automated g4 rollback of changelist 185073515Gravatar A. Unique TensorFlower2018-02-10
| | | | PiperOrigin-RevId: 185246348
* TEST: test of kernel_results added to hmc_test.pyGravatar Ian Langmore2018-02-09
| | | | PiperOrigin-RevId: 185191871
* Extended the Halton sequences to support randomization. Implemented the ↵Gravatar A. Unique TensorFlower2018-02-08
| | | | | | randomization scheme described in arXiv:1706.02808. PiperOrigin-RevId: 185073515
* Add effective_sample_size to tf.contrib.bayesflow.mcmc_diagnostics.Gravatar Ian Langmore2018-02-08
| | | | | | Also, start dealing with list args in a more regular manner. PiperOrigin-RevId: 185032115
* Automated g4 rollback of changelist 184551259Gravatar Joshua V. Dillon2018-02-06
| | | | PiperOrigin-RevId: 184738583
* Add utility function which makes implicit `tf.get_variable` dependencies anGravatar Joshua V. Dillon2018-02-06
| | | | | | explicit argument of a callable. PiperOrigin-RevId: 184725878
* mcmc_diagnostics.py added to contrib/bayesflow/. potential_scale_reduction ↵Gravatar Ian Langmore2018-02-06
| | | | | | | | function added. . PiperOrigin-RevId: 184644450
* Automated g4 rollback of changelist 184323369Gravatar Joshua V. Dillon2018-02-05
| | | | PiperOrigin-RevId: 184551259
* Breaking change: Revise HMC interface to accept a list of Tensors ↵Gravatar Joshua V. Dillon2018-02-02
| | | | | | representing a partitioning of chain state. PiperOrigin-RevId: 184323369
* Internal change.Gravatar Anna R2018-02-01
| | | | PiperOrigin-RevId: 184194895
* Add C0301 line-too-long error to pylint sanity check.Gravatar Yifei Feng2018-01-26
| | | | PiperOrigin-RevId: 183467186
* Move layers_dense_variational_impl.py to layers_dense_variational.py.Gravatar Dustin Tran2018-01-19
| | | | PiperOrigin-RevId: 182568201
* Add convolutional Flipout layers.Gravatar Dustin Tran2018-01-19
| | | | PiperOrigin-RevId: 182559534
* Merge changes from github.Gravatar Patrick Nguyen2017-12-28
| | | | PiperOrigin-RevId: 180301735
* Internal change.Gravatar Anna R2017-12-21
| | | | PiperOrigin-RevId: 179866603
* Adding an optimizer module for ConstantSGD.Gravatar A. Unique TensorFlower2017-12-20
| | | | PiperOrigin-RevId: 179703560
* Add probabilistic convolutional layers.Gravatar Dustin Tran2017-12-18
| | | | PiperOrigin-RevId: 179490700
* Add DenseFlipout probabilistic layer.Gravatar Dustin Tran2017-12-18
| | | | PiperOrigin-RevId: 179310861
* Restandardize `DenseVariational` as simpler template for other probabilistic ↵Gravatar Dustin Tran2017-12-15
| | | | | | layers. PiperOrigin-RevId: 179255435
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