Support newer scikit-learn versions

[pavelzw]

Currently this package is pinned to scikit-learn<=1.0.2. In conda-forge, there is no build for python3.11 for scikit-learn<=1.0.2 resulting in the bump to python3.11 to fail in conda-forge, see here. It would be nice to keep the dependencies of this package up to date.

❯ micromamba search scikit-learn | grep py311
 scikit-learn 1.2.2        py311h67c5ca5_0                 conda-forge/linux-64
 scikit-learn 1.2.2        py311h103fc68_1                 conda-forge/linux-64
 scikit-learn 1.2.1        py311h67c5ca5_0                 conda-forge/linux-64
 scikit-learn 1.2.0        py311h67c5ca5_0                 conda-forge/linux-64
 scikit-learn 1.1.3        py311h3b52e38_1                 conda-forge/linux-64

[pavelzw]

A similar problem can arise with the numpy <1.24 and pandas <1.4.0 pins from 0.14.

[ras44]

@pavelzw have you tried building from source and modifying dependencies pyproject.toml?

[pavelzw]

Yes, it failed during the build.

[ras44]

Unfortunately scikit removed Stack and StackRecord starting in v1.1.X
See

https://github.com/scikit-learn/scikit-learn/blob/1.0.X/sklearn/tree/_utils.pxd

https://github.com/scikit-learn/scikit-learn/blob/1.1.X/sklearn/tree/_utils.pxd

These are used to build trees and would probably require a rewrite of _buidler.pyx.

[ras44]

@jeongyoonlee is this resolved given #686?

[jeongyoonlee]

Closing this as it's resolved by #686.