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Aboleth

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About this Collection

Aboleth


A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation with stochastic gradient variational Bayes inference. License: Apache 2.0


Applied Statistics Knowledge Representation and Machine Learning Statistical Theory


2017


Lachlan McCalman
Lachlan.Mccalman@data61.csiro.au

Bayesian inference Machine learning Variational inferencel Deep learning Neural Networks Gaussian Processes


:

Code repository


Daniel Steinberg Lachlan McCalman Louis Tiao Simon O'Callaghan Alistair Reid


CSIRO Open Source Software Licence (Based on MIT/BSD Open Source Licence)


CSIRO (Australia)


Steinberg, Dan; McCalman, Lachlan; O'Callaghan, Simon; Tiao, Louis; Reid, Alistair (2017): Aboleth. v1. CSIRO. Software Collection.


All Rights (including copyright) CSIRO 2017.


The metadata and files (if any) are available to the public.

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More about this Collection

TensorFlow


Python 3


Linux, OS X, Windows


0.5.0


About this Project

Legacy


Data61 Engineering and Design


General software/Data release


Modelling


Dan Steinberg


Lachlan McCalman


Simon O'Callaghan


Louis Tiao


Alistair Reid


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