Shuffling

[jeremiedb]

• Use dynamic threading (no more @threads :static). fix #248
• Use ordered, no replacement sampling when geting bins edges
• New model default: nrounds=100, eta=0.1, nbins=64, max_depth=6

[codecov[bot]]

Codecov Report

Patch coverage: 94.73% and no project coverage change.

Comparison is base (897ffca) 51.08% compared to head (a70d925) 51.08%.

Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #250 +/- ## ======================================= Coverage 51.08% 51.08% ======================================= Files 21 21 Lines 1979 1979 ======================================= Hits 1011 1011 Misses 968 968 ``` | [Files Changed](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None) | Coverage Δ | | |---|---|---| | [src/gpu/fit.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL2dwdS9maXQuamw=) | `0.00% <0.00%> (ø)` | | | [src/models.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL21vZGVscy5qbA==) | `95.23% <ø> (ø)` | | | [src/eval.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL2V2YWwuamw=) | `68.18% <100.00%> (ø)` | | | [src/fit-utils.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL2ZpdC11dGlscy5qbA==) | `92.21% <100.00%> (ø)` | | | [src/fit.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL2ZpdC5qbA==) | `94.17% <100.00%> (ø)` | | | [src/loss.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL2xvc3Muamw=) | `89.36% <100.00%> (ø)` | | | [src/predict.jl](https://app.codecov.io/gh/Evovest/EvoTrees.jl/pull/250?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=None#diff-c3JjL3ByZWRpY3Quamw=) | `92.17% <100.00%> (ø)` | |

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