Add support for sklearn 1.3.0

[pavelzw]

Closes #65

scikit-learn/scikit-learn#23595 added the missing_go_to_left option to the state.

[jonashaag]

Code looks good but do you want to drop scikit-learn < 1.3?

[github-actions]

(benchmark 5682661631 / attempt 1)
Base results / Our results / Change

Model	Size	Dump Time	Load Time
sklearn rf 20M	23.4 MiB / 3.0 MiB / 7.67 x	0.02 s / 0.06 s / 2.46 x	0.02 s / 0.06 s / 2.92 x
sklearn rf 20M lzma	7.6 MiB / 2.0 MiB / 3.78 x	17.76 s / 1.56 s / 0.09 x	0.72 s / 0.25 s / 0.35 x
sklearn rf 200M	238.8 MiB / 30.8 MiB / 7.75 x	0.19 s / 0.42 s / 2.19 x	0.23 s / 0.61 s / 2.64 x
sklearn rf 200M lzma	49.9 MiB / 14.8 MiB / 3.37 x	148.62 s / 23.26 s / 0.16 x	5.52 s / 2.03 s / 0.37 x
sklearn rf 1G	1302.2 MiB / 168.0 MiB / 7.75 x	1.40 s / 2.33 s / 1.66 x	1.38 s / 3.02 s / 2.18 x
sklearn rf 1G lzma	295.9 MiB / 99.1 MiB / 2.99 x	870.41 s / 140.22 s / 0.16 x	31.26 s / 11.55 s / 0.37 x
sklearn gb 2M	2.5 MiB / 1.1 MiB / 2.16 x	0.05 s / 0.46 s / 9.35 x	0.07 s / 0.47 s / 6.72 x
sklearn gb 2M lzma	0.7 MiB / 0.2 MiB / 4.46 x	1.36 s / 0.65 s / 0.48 x	0.14 s / 0.42 s / 2.99 x
lgbm gbdt 2M	5.3 MiB / 3.6 MiB / 1.47 x	0.12 s / 0.38 s / 3.08 x	0.02 s / 0.15 s / 9.31 x
lgbm gbdt 2M lzma	0.9 MiB / 1.3 MiB / 0.66 x	4.05 s / 2.73 s / 0.67 x	0.11 s / 0.31 s / 2.84 x
lgbm gbdt 5M	10.7 MiB / 7.2 MiB / 1.48 x	0.20 s / 0.67 s / 3.42 x	0.03 s / 0.32 s / 10.23 x
lgbm gbdt 5M lzma	1.7 MiB / 2.5 MiB / 0.66 x	9.55 s / 6.18 s / 0.65 x	0.20 s / 0.58 s / 2.92 x
lgbm gbdt 20M	45.3 MiB / 30.2 MiB / 1.50 x	0.79 s / 2.81 s / 3.54 x	0.14 s / 1.41 s / 9.75 x
lgbm gbdt 20M lzma	12.6 MiB / 9.4 MiB / 1.34 x	51.66 s / 32.27 s / 0.62 x	1.38 s / 2.47 s / 1.78 x
lgbm gbdt 100M	202.2 MiB / 134.1 MiB / 1.51 x	3.67 s / 12.64 s / 3.44 x	0.73 s / 32.72 s / 44.54 x
lgbm gbdt 100M lzma	51.2 MiB / 36.3 MiB / 1.41 x	234.20 s / 146.58 s / 0.63 x	5.78 s / 9.45 s / 1.63 x
lgbm rf 10M	21.8 MiB / 14.0 MiB / 1.55 x	0.39 s / 0.83 s / 2.13 x	0.06 s / 0.54 s / 8.39 x
lgbm rf 10M lzma	1.4 MiB / 1.1 MiB / 1.28 x	5.06 s / 3.34 s / 0.66 x	0.23 s / 0.66 s / 2.85 x

[StefanSorgQC]

Thanks for supporting scikit-learn = 1.3, that is very helpful!