Peng Chen

Extend ``skscope`` with JAXopt

1

[JAXopt](https://jaxopt.github.io/stable/index.html) is a differentiable optimizers which can solve general optimization problems such as set constrained or non-smooth optimization. I wonder whether it is possible to extend ``skscope`` to such a...

[Feature] Support for sparse matrix and more optimizers

1

I have two suggestions for possible improvements as follows: 1. **Sparse matrix:** In some practical problems (e.g., document classification) where the covariate matrix is extremely sparse, can ``skscope`` utilize the...