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Hi, first of all this package looks very promising. I'm working on a problem with 70millions rows and 45million sparse features (up to ~1000 non-zero elements). I tried to make it work with Spark ML b…
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According to the [documentation](https://scikit-optimize.github.io/stable/modules/generated/skopt.gp_minimize.html#skopt.gp_minimize), setting `n_jobs` should set the number of cores which are used by…
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Hello,
On running the following code, am getting different recall, precision and f1 scores on different runs over the same dataset.
```
crf = sklearn_crfsuite.CRF(
algorithm='lbfgs',
c1…
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I'm trying FullBatchLBFGS with wolfe line search on a fitting task of a small dataset.
1. Levenbert-Marquardt is giving me fairly accuracy. Can I expect LBFGS provide similar accuracy as LM? Say,…
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@keawang and @kochalka and I are trying to debug a bunch of NaNs in the Newton update for the continuous states in Laplace EM. I'll follow up with more details, but it looks like the issues arise in c…
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## 🚀 Feature
I would like to suggest new stochastic optimizer additions to Pytorch.
### For non-convex loss functions
It is known that adaptive stochastic optimizers like Adam, Adagrad, RMSprop c…
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Transducers [v0.4.76](https://github.com/JuliaFolds/Transducers.jl/releases/tag/v0.4.76) has caused our tests to fail (see first failure [here](https://github.com/mlcolab/Pathfinder.jl/actions/runs/49…
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Hi!
There was a situation when I had to run a command performance out of Web applications.
I had a problem: the executable command returns "**nil**", if the run is running under Web. If run from the …
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First of all, good work, the project seems well maintained and clean : )
I have an issue around Example 4 - Classification, on the jupyter notebooks. When i try to run after following the instructi…
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## ❓ Questions and Help
I'm currently using Ceres with the following options:
```cpp
linear_solver_type = ceres::DENSE_NORMAL_CHOLESKY;
minimizer_type = TRUST_REGION;
trust_region_strategy_type =…
Muon2 updated
4 months ago