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#### Problem
When a GLM is fit with a method other than IRLS, the summary2 method changes the GLMResults object's to indicate that IRLS was used for fitting.
#### Code Sample, a copy-pastable ex…
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I think that CG should be moved to some new folder that is called solvers, linalg or so. The reason is that CG solves a linear system Hx=b instead of being designed for minimizing an objective functio…
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**My dataset was built based on a.csv file of my own. In the previous version, I could use model.train to train the model and could use cuda normally. But now I'm using the latest pykan0.2.4, where mo…
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I am trying to run a complex nonlinear optimization on a multi-dimensional data using vmap on the solver.run. Since I could not use the l-bfgs-b method in the ScipyMinimize wrapper, I resorted to the …
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## 🚀 Feature
Offer the option to set box constraints for optimizers.
## Motivation
In some applications of reinforcement learning, falling outside of a region correspond to inadmissible actio…
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# 🚀 Feature Request
A complete t-batch support (especially t-batch acquisition optimization) for parallel optimization with different experimental setups, if this is a good idea.
## Motivation
…
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```
#include
#include "alm.hpp"
int main(int argc, char **argv)
{
int m = 7;
Eigen::Matrix A;
Eigen::VectorXd b(m+1);
Eigen::VectorXd c(m);
Eigen::V…
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At the moment we use lbfgs_b from scipy as the default optimizer in GPflow.
Particularly with #185 and using float32 and float64 we have some anecdotal evidence that lbfgs_b is aggressively finding …
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### Describe the bug
See the following [stack exchange](https://stats.stackexchange.com/questions/622085/sklearn-poissonregressor-giving-all-coefficients-zero) post (the solution to my original iss…
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### 🚀 The feature, motivation and pitch
I have a python code that solve linear equations with torch.optim.LBFGS. And I want to make it work in C++. One posible way is to use libtorch. But I wander …