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Reweighted wake sleep deep generative model example #3

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Reweighted wake sleep deep generative model example #3

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a5b0d95
Update to work with Gen #417
marcoct May 18, 2021
d5b0db2
reweighted wake sleep MNIST example
marcoct May 19, 2021
e838232
Use gradients branch of Gen for MLE example
marcoct May 19, 2021
0a00ad6
update README
marcoct May 19, 2021
3941f44
add note about issue
marcoct May 19, 2021
2174441
fix mle example
marcoct May 19, 2021
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3 changes: 2 additions & 1 deletion .travis.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -3,10 +3,11 @@

language: julia
julia:
- 1.5
- 1.6

# run these in parallel
env:
- GEN_EXAMPLE=rws_mnist JULIA_NUM_THREADS=2 OPENBLAS_NUM_THREADS=1
- GEN_EXAMPLE=gp_structure GKS_ENCODING="utf8" GKSwstype="100"
- GEN_EXAMPLE=regression
- GEN_EXAMPLE=involutive_mcmc
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2 changes: 2 additions & 0 deletions README.md
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Expand Up @@ -26,3 +26,5 @@ NOTE: These examples take substantially longer to run than Gen's unit tests.
- Minimal example of maximum likelihood estimation: `mle/`

- Reversible jump MCMC in change point model: `coal/`

- Learning a deep generative model of binarized MNIST digits using [reweighted wake sleep](https://arxiv.org/abs/1406.2751): `rws_mnist/`
194 changes: 132 additions & 62 deletions mle/Manifest.toml
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