Added base class for variational methods#1600

Closed

ferrine wants to merge 87 commits intopymc-devs:3.1from

ferrine:refactor_advi

Commits on Nov 28, 2016

Commits on Dec 4, 2016

added new elbo implementation
ferrine
committed

Commits on Dec 5, 2016

Added mode argument to several step methods and advi to allow mode setting (e.g. nanguardmode) for Theano functions

fonnesbeck
authored and
twiecki
committed
Fixed namespace bugs in mode attribute

fonnesbeck
authored and
twiecki
committed
Reverted function in delta_logp to not accept mode argument

fonnesbeck
authored and
twiecki
committed
ENH User model (#1525)

ferrine
authored and
twiecki
committed
ENH User model (#1525)

ferrine
authored and
twiecki
committed
Refactor Hamiltonian methods into single class

colin
authored and
twiecki
committed
Reformat docs

colin
authored and
twiecki
committed

Commits on Dec 10, 2016

shape problem when sampling

ferrine
authored and
twiecki
committed
tests passed

ferrine
authored and
twiecki
committed

Commits on Dec 13, 2016

Commits on Dec 18, 2016

Commits on Dec 20, 2016

ENH KL-weighting

taku-y
authored and
twiecki
committed
Fix bugs

taku-y
authored and
twiecki
committed
Remove unnecessary comments

taku-y
authored and
twiecki
committed
Fix typo

taku-y
authored and
twiecki
committed
Minor fixes

taku-y
authored and
twiecki
committed
Check transformed RVs using hasattr

taku-y
authored and
twiecki
committed
Update conv-vae notebook

taku-y
authored and
twiecki
committed
Implementation of path derivative gradient estimator (NIPS 2016) #1615
ferrine
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local vars nee this path trick too
ferrine
committed

Commits on Dec 21, 2016

Commits on Dec 23, 2016

refactor apply replacements
ferrine
committed

Commits on Dec 24, 2016

Commits on Dec 25, 2016

Commits on Dec 26, 2016

Commits on Dec 27, 2016

Commits on Dec 30, 2016

Took in account suggestions for refactoring
ferrine
committed

Commits on Jan 3, 2017

refactored dist math
ferrine
committed

Commits on Jan 14, 2017

Commits on Jan 17, 2017