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Context: https://github.com/skiptests/astraea/pull/1499#issuecomment-1434031859
目前的 Balancer 優化框架對優化問題所附加的 Constraints 沒有感覺,這可能會造成 Balancer 演算法找解上的困難。
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Hello Sergei,
I'm not sure what's going on, but when I run the same inputs on my computer vs. a cluster with CPU=10 parameter set, I get different results for this gene. Attached herein are the 2 d…
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## Keyword: sgd
### Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability
- **Authors:** Authors: Haoyi Xiong, Xuhong Li, Boyang Yu, Zhanxing Zhu, Dongrui Wu, Dejin…
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Currently, the optimization routine uses a population adam optimizer to try to compute the reference parameters, there are some cases this optimizer might return `nan`, usually due to some boundary is…
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Is there any interest in adding a quasi-Newton based optimizer? I was thinking of porting over:
https://github.com/tensorflow/probability/blob/master/tensorflow_probability/python/optimizer/bfgs.py…
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- [ ] Proposal added
- [x] Discussed in LDM
- [x] Decision in LDM
- [x] Finalized (done, rejected, inactive)
- [ ] Spec'ed
Currently it is an error to write `if (t is null) ...` when the type o…
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I've been adding tests of projects to `cabal-testsuite/PackageTests` where all other `cabal-testsuite` tests are. Can I start adding project tests (and moving some misplaced ones) to `cabal-testsuite/…
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#### Describe the bug
`statsmodels.discrete.discrete_model.MultinomialResultsWrapper.score_test` crashes due to the following function call in this traceback:
```
Traceback (most recent call last…
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## Keyword: sgd
There is no result
## Keyword: optimization
### Multi-Target Decision Making under Conditions of Severe Uncertainty
- **Authors:** Authors: Christoph Jansen, Georg Schollmeyer, Thoma…
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Hi,
thanks for releasing Pyro.
Any plans to have GAN like inference in pyro?
Thanks