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Changes on ADVI functions (#1499)
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* pep8

* Change the definition of optimizers

* Use theano float type

* ENH Support models without global RVs

* Fix ADVI code for tests

* Update notebooks that use ADVI

* Add a convolutional vae notebook as an example
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taku-y authored and springcoil committed Nov 6, 2016
1 parent aa72167 commit 433a9c7
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2 changes: 1 addition & 1 deletion docs/source/examples.rst
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Expand Up @@ -54,5 +54,5 @@ ADVI
notebooks/GLM-hierarchical-advi-minibatch.ipynb
notebooks/lda-advi-aevb.ipynb
notebooks/bayesian_neural_network_advi.ipynb

notebooks/convolutional_vae_keras_advi.ipynb

68 changes: 40 additions & 28 deletions docs/source/notebooks/GLM-hierarchical-ADVI.ipynb

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62 changes: 31 additions & 31 deletions docs/source/notebooks/GLM-hierarchical-advi-minibatch.ipynb

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152 changes: 101 additions & 51 deletions docs/source/notebooks/bayesian_neural_network_advi.ipynb

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