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import torch
x = torch.tensor([1.0], requires_grad=True) #internal auxiliary parameter for X
y = torch.tensor([1.1], requires_grad=True) #internal auxiliary parameter for Y
optimizer = torch.opti…
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Hi
I am trying to solve a mixed-integer non-linear programming problem by using BONMIN package through AMPL platform. The objective function is linear and have several other linear constraints. Only …
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Hi, I'm using Optimization.jl in my package: [DJUICE.jl](https://github.com/DJ4Earth/DJUICE.jl) to optimize a cost function. The example is [here](https://github.com/DJ4Earth/DJUICE.jl/blob/test_opt…
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I tried to AD `aug_elbo` in the `NegBinomialLikelihood` example, i.e. (removed unnecessary bits), purposefully avoiding ParameterHandling.jl and trying only with `ForwardDiff.gradient`
```julia
# …
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Hello, could be posssible learn to rank examples with deepdow?
https://www.sciencedirect.com/science/article/abs/pii/S0925231217311098
https://www.researchgate.net/publication/315493458_Stock_port…
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As lots of excellent work is going to appear in CVPR 2022, we are collecting the newly released papers related to human mesh recovery (a.k.a. 3D human pose and shape estimation).
If you have any pr…
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So I just had to get involved here... I couldn't leave the chaos I saw untouched.
The reason I'm posting this issue (which really is just a message, do with it what you see fit) is because I needed…
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### Summary
Hello,
I'm quite interested by using DMFF, but I find myself somewhat puzzled, and I'd greatly appreciate your assistance in clarifying the theoretical aspects.
Specifically, I'd lik…
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## Issue description
Provide a short description.
I wonder if we could implement a custom model instead of GP class model.
Specifically, suppose we build a random forest model, and it also hav…
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|------------------|-----------------|
|Previous ID | SR-14088 |
|Radar | rdar://problem/73507243 |
|Original Repo…