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Implementing bound constraints with ADMM should be relatively easy:
http://stanford.edu/~eryu/nnlsqr.html
https://web.stanford.edu/~boyd/papers/pdf/admm_slides.pdf (Slide 27)
Quick and dirty py…
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Here are some thoughts on a type system for Funk—I just took the examples from the slides and wrote some ideas about what their inferred types ought to be (and why). I’m just focusing on static types …
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An interface package between MLJ and the AbstractGPs ecosystem is in the process of being registered in the general registry, so I would like to also register the package with MLJ: https://github.com/…
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@msmdev, how difficult would it be to speed up our optimisation by using derivative information? Is there a prototype implementation somewhere?
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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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Creating a big ticket using the list from/for the paper, closing smaller issues.
Ultimately, this should be closed in favour of much more specific tickets ("implement method x")
# Optimisers
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In #354, the support for non-constant tables, i.e. where some of the columns of the table are advice columns, was removed. This was a limitation we accepted partly to simplify fixing a potential sound…
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- many packages on bioconda, e.g. htslib, depend on openssl 1.1.1
- conda-forge recently removed openssl 1.1.1 from their build matrix:
- https://github.com/conda-forge/conda-forge-pinning-feedsto…
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*(apologies for closing and reopening)*
I noticed that `stderror()` (and by extension `coeftable()`) fails in this case with a DomainError:
```julia
using Turing
using SequentialSamplingMode…
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Currently the [weight_norm](https://github.com/pytorch/pytorch/blob/master/torch/nn/utils/weight_norm.py) and [spectral_norm](https://github.com/pytorch/pytorch/blob/master/torch/nn/utils/spectral_nor…