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[Opening the Black Box of Deep Neural Networks via Information](https://arxiv.org/abs/1703.00810)
Despite their great success, there is still no comprehensive theoretical understanding of learning wi…
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### URL Hash
`#/sklearn/sklearn.impute._base/SimpleImputer/__init__/strategy`
### Expected Annotation Type
`@enum`
### Expected Annotation Inputs
Enum with content:
"mean", "median", "most_frequ…
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Dear all,
I noticed that Prophet uses a decomposable time series model, which includes a trend, saisonality, holiday factors and whatever additional regressor, you want to use.
But there is (of co…
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There are several cases where one might want to subsample the data/observations used in a model between each MCMC iteration, e.g. stochastic HMC https://github.com/TuringLang/Turing.jl/pull/1502, stoc…
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This method is better for reconstruction performance.
[1] G. T. Herman and L. B. Meyer, “_Algebraic Reconstruction Techniques Can Be Made Computationally Efficient_” IEEE Trans. Med. Imaging, vol. …
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SophiaG is a scalable stochastic second-order optimizer proposed in [this paper](https://arxiv.org/abs/2305.14342) and has [an official implementation](https://github.com/Liuhong99/Sophia) in MIT Lice…
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Hi, thanks for sharing the code. I expect the alpha_visualization.ipynb to visualize hard attention just like what the paper represented. But I trained a stochastic one and visualize it , then I got v…
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**Describe the bug**
The cuIndicator demo notebook has various issues to reproduce its result.
**Steps/Code to reproduce bug**
First, an identified issue and possible fix:
https://github.c…
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### What should we add?
Qiskit terra interface for [CMA-ES](https://cma-es.github.io/) which is a stochastic derivative-free numerical optimization algorithm, observed in [arXiv:2111.13454](https…
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hi, great library. asking a question here in case it is useful to someone later. I'm not entirely clear on the advantages of using a string versus a LOTLib-provided primitive. For instance, both of…