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Changes to gradients#417

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marcoct wants to merge 24 commits intomasterprobcomp/Gen.jl:masterfrom 20210512-marcoct-gradoptsprobcomp/Gen.jl:20210512-marcoct-gradoptsCopy head branch name to clipboard

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Commits on May 12, 2021

• checkpoint on experimental performance improvements to gradient accumulation

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Commits on May 13, 2021

• fix newly introduced bug

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Commits on May 14, 2021

• checkpoint on gradients refactor

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• checkpoint

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Commits on May 16, 2021

• checkpoint on changes to DML

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• checkpoint on SML changes

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Commits on May 17, 2021

• checkpoint on getting tests to pass again

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• fixes

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Commits on May 18, 2021

• tests passing

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• finished pass through documentation

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• re-enable optional args test

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• add multithreading to importance sampling

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• add unit tests for parameter optimization primitives

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• add multithreading to travis build

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• add multi-threading to VI and importance sampling with tests

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Commits on May 19, 2021

• fixes to docs

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• fix get_parameters

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• fix init_parameters! bug on resize params

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  412c1b0

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• add default get_parameters

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  c59bd76

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• fix init_optimizer ambuigity

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• fix ambiguity

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• add missing file for static_ir gradients tests

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Commits on Jul 14, 2021

• only allow registering parameters once

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• fix

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