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[WIP] Edward 2.0#825

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dustinvtran wants to merge 27 commits intomasterblei-lab/edward:masterfrom feature/2.0blei-lab/edward:feature/2.0Copy head branch name to clipboard

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Commits

Commits on Feb 26, 2018

• set rv.value() API -> rv.value

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• make {klpq,klqp,laplace,map,wake_sleep}.py,gans functional

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• remove edward.criticisms

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• remove RandomVariable from ed namescope

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• remove with_binary_averaging,compute_multinomial_mode

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• remove PointMass,Empirical; use tfd.Deterministic

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• mv DirichletProcess,ParamMixture to examples/

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• remove set_seed

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• remove get_session

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• remove Progbar

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• remove rbf

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• remove to_simplex

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• replace ed.dot with tensor.dot(..., [[1], [0]])

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Commits on Mar 2, 2018

• add core with trace v1

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• move ed.random_variables to model/

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• move rv queries to models/

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• extend {klpq,klqp,laplace,map,wake_sleep}.py,gans to trace

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• add programmable docstrings

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• extend {gibbs,hmc,metropolis_hastings,sghmc,sgld}.py to trace

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• move MCMC kernels upstream to bayesflow

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• appeal to Estimator API; move transform to inferences/util.py

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• move get_control_variate_coef, last of edward.util

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• add core with trace v2

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• add core with trace v3

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• update examples/

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• add for cgs

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• version 2.0

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