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### Idea Contribution
- [X] I have read all the feature request issues.
- [X] I'm interested in working on this issue
- [X] I'm part of GSSOC organization
### Explain feature request
Deep Learning …
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Dear @odow,
I got to know about SDDP.jl thanks to a course by Prof. Andy Philpott. I am experimenting with SDDP.jl to create a stochastic capacity expansion model for district heating (DH), which I…
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It would be worth having something generic for all things related to stochastic approximations, to be separated from variational inference itself. E.g., a sgd class to have different stochastic gradie…
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### Description
As far as I know StatsForecast currently does not have a "simulate" method for its models, comparable method in statsmodels: https://www.statsmodels.org/dev/generated/statsmodels.tsa.…
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```
Currently the optimization package expects the parameters to be Arrays, that
are dense in their implementation. Allowing Vector from the la package will
allow us to use sparse (or other) paramet…
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Below are a couple of capabilities that _could be added or extended_ to the ast-matcher that will be useful for testing. The capabilities can be used to perform ast/ir DAG analysis and optimization. T…
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# 🚀 Feature Request
Now that `fit_gpytorch_mll` exists using multiple dispatch, it seems like it'd be fairly straightforward to support minibatch training by registering a `fit_gpytorch_torch_stoch…
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### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.17.0
### Custom code
No
### OS platform and …
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## Blog
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