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0.9 release - #66

Merged
martyn merged 653 commits into
masterfrom
develop
Jul 4, 2017
Merged

0.9 release#66
martyn merged 653 commits into
masterfrom
develop

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@martyn

@martyn martyn commented Mar 21, 2017 •
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New Features:

  • Completely refactored API and core. Including over 120 new unit tests.
  • New real-time viewer! Thanks to @emikulic
  • Prebuilt configurations, replicated from several papers.
  • Support for orthogonal initialization - allows for deeper networks.
  • Support for any image resolution.
  • Better trainer(supports any combination of generator/discriminator optimizers).
  • New example: Classifier - automated search for loss function. Turns G into a classifier!
  • New example: Static batch - automated search for generator/discriminator.
  • --align[directory] using CycleGAN
  • Softmax Loss
  • Cramer Loss
  • Boundary Equilibrium Loss
  • Improved WGAN including gradient_penalty
  • Significant improvement in gpu memory usage for smaller networks using tensorflow allow_growth
  • Classifier test based on MNIST
  • AlphaGAN

Remaining:

  • Update base config
  • QA tests
  • QA CLI
  • QA default configurations
  • Revise documentation
  • Get samples

Screenshots:

--sampler began -c began
screenshot from 2017-06-15 18-55-16

Top row is input, second row is discriminator autoencoder, last row is generator.

martyn and others added 30 commits June 10, 2017 09:40
@martyn
[fix] disable gradient penalty for now in random search
d679cc8
@martyn
[feature] initial began configuration(broken)
d501e05
@mikkel
[feature] -c wgan
60ff04c
@mikkel
[fix] tests
892ce17
@mikkel
[fix] supervised loss
69c83ab
@mikkel
[fix] more tests
5ac175b
@mikkel
[fix] resize conv generator / layer norm
b1aa3ef
@mikkel
[refactor] bin/hypergan creates the GAN object
f3100ab
@mikkel
[fix] dont readd weights if reusing
971ab74
@mikkel
[fix] tests
10de27a
@mikkel
[fix] multicomponent
9950f41
@mikkel
[fix] lots of bugs in multicomponent
65adbd1
@mikkel
[feature] show config name in window title
2d6a44f
@mikkel
[feature] relational_layer - experimental https://arxiv.org/abs/1706.…
48a85c0 
…01427
@mikkel
[fix] gradient penalty math
e67bb00
@mikkel
[fix] discriminator add noise
0f04fcf
@mikkel
[feature] -c improved-wgan
98003ce
@mikkel
[feature] add publication and description link to every gan configura…
2aba79f 
…tion
@mikkel
[feature] -c began
1c7a042
@mikkel
[feature] colorizer re-working
9ba9d15
@mikkel
[feature] sampler readded
da5c8d2
@martyn
Merge branch 'develop' into refactor-ops
6ac96ef 
* develop:
  [refactor] dead code
  [tweak] search space
  [feature] cramer gan https://arxiv.org/pdf/1705.10743.pdf
  [hack] create some extra variables for f(x) (remove before merge)
@martyn
[fix refactor] cramer loss
ca44e43
@martyn
[feature] initial cramer gan configuration(needs debugging)
2c8a2df
@mikkel
[feature] activations work
c587abd
@martyn
[fix] share cramer discriminator ops
955da1a
@martyn
[fix] split_batch returns 2 dimensional tensor
16d9b2e
@martyn
[fix] generator final_activation optional
e17e784
@martyn
[feature] s/--viewer/--noviewer
1e6bf8c
@martyn
[fix] merge conflict
01ec8a5
mikkel and others added 25 commits July 4, 2017 13:36
@mikkel
[feature] s3 upload
8861d21
@mikkel
Merge branch 'documentation-0.9' of github.com:255BITS/HyperGAN into …
2482e77 
…documentation-0.9

* 'documentation-0.9' of github.com:255BITS/HyperGAN:
  [doc] more paper links(probably forgetting some still)
  [update] documentation
@mikkel
[fix] circleci deployment branch
4b37721
@mikkel
[fix] public docs
38aa026
@mikkel
[fix] documentation on master merge
d000adb
@martyn
[doc] add colorizer 0.9
b69b231
@martyn
[fix] colorizer sample ids and images
332e188
@martyn
[fix] spacing
da7224e
@martyn
[doc] remove second logo
8382678
@martyn
[doc] update
ee910e6
@mikkel
[fix] some verbage
890a73c
@mikkel
Merge pull request #106 from 255BITS/documentation-0.9
ca46b27 
Documentation 0.9
@martyn
[fix] standard_gan#uniform_sample
ecc8bb1
@martyn
[fix] initial configurations
c75d9e1
@martyn
[fix] test
37947c2
@mikkel
[feature] circleci icon
745f6f9
@mikkel
Merge branch 'develop' of github.com:255BITS/HyperGAN into develop
3c94b36 
* 'develop' of github.com:255BITS/HyperGAN:
  [fix] test
@martyn
[doc] s/scientists/researchers
69b4190
@martyn
[fix] add missing cramer tests
8c81d0c
@mikkel
[refactor] remove dead code
f2e5f54
@mikkel
Merge branch 'develop' of github.com:255BITS/HyperGAN into develop
02a95f5 
* 'develop' of github.com:255BITS/HyperGAN:
  [fix] add missing cramer tests
  [doc] s/scientists/researchers
@martyn
[feature] fully connected generator
97826f8
@martyn
[fix] remove all todos
1403b90
@martyn
[cleanup] bad file
fb2dea6
@martyn
[version] 0.9.0!
d8c2fe7
mikkel
mikkel approved these changes Jul 4, 2017
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Wow 0.9 is huge 🥇

martyn
martyn commented Jul 4, 2017
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Ready for release 👍

@martyn
martyn merged commit d70cfb0 into master Jul 4, 2017
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@martyn @mikkel