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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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#### Description
solver 'lbfgs' in MLPRegressor doesn't print debug info when verbose=True
#### Steps/Code to Reproduce
```python
from sklearn.neural_network import MLPRegressor
imp…
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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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Properly designed with language integration with powdr2/pil2.
Components:
- [ ] syntax for hints for the latch row of a machine
- [ ] syntax for hints inside instruction bodies (maybe just use …
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With `SampleFromPrior` and `DefaultContext`:
```julia
julia> @model function bernoulli_mixture(x)
w ~ Dirichlet(2, 1.0)
p ~ DiscreteNonParametric([0.3, 0.7], w)
…
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I'm using `drms 6e-4 dmax 1e-3` criteria for optimization (which were taken from ORCA's `TightOpt`), and I've got into situation where optimization got stuck in endless loop with energy slowly climbin…
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If a table has a non-covering index that satisifies an orderby constraint we only consider it if an index hint is present (see GenerateIndexScans).
Can we be smarter here and explore non-covering i…
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Recently, the Frank-Wolfe (FW) Algorithm is becoming more and more popular in Neural Network training due to its versatility and robustness (see e.g. [[1]](https://arxiv.org/abs/2010.07243) or [[2]](h…
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One of the suggestions in https://github.com/fortran-lang/minpack/issues/14#issuecomment-1132723542 was to port the MINPACK tests from SciPy to our test suite.
I've tried to locate some of the rele…
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I just realized that, now that we can import Verilog into lakeroad-egglog (see https://github.com/uwsampl/yosys/pull/4 and #354), we can use imported modules as rewrites, not just as targets for rewri…