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Update to XGBoost 1.7.4 (WIP) #6662

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Update to XGBoost 1.7.4 (WIP) #6662

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rgesteve
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@rgesteve rgesteve commented May 8, 2023

Fixes to #6383 that use LibImport instead of DllImport, includes Regression and binary classification. Exposes optimized tree_method hist for Intel CPUs.

  • needs xgboost installed on system (this is not documented, instructions forthcoming)
  • needs sample (forthcoming)

rgesteve and others added 30 commits October 17, 2022 06:00
@rgesteve
XGBoost integration infrastructure
b38c79a
@rgesteve
Merge branch 'main' into with_xgboost_update
2fe37f6
@rgesteve
Address some naming issues (via disabling the syntax check)
3a0aea5
@rgesteve
Exposing regressor with wrong name in catalog
a78bd45
@rgesteve
A stand-alone executable to test XGBoost
6155d72
@rgesteve
Dipping toe on .NET LibImport waters
c7afa74
@rgesteve
This works if it can find xgboost library
827092d
@rgesteve
Cleaned up a couple of names
4bc2785
@rgesteve
Exposed buidinfo
e734e4e
@rgesteve
Basic infrastructure of XGBoost option handling
88de91e
@rgesteve
Enabled the rest of the LibImport-based implementations
1a58f82
@rgesteve
Keep up to date with main branch
5fc1440
@rgesteve
Update to main via xgboost feature branch
9190cf4
@rgesteve
Enabled a few more XGBoost API calls and Json deserializing facilities
6d529fd
@rgesteve
Cleaned the using directives for clearer dependency spec
f60f104
@rgesteve
Helper function to parse boosters into InternalTreeEnsemble
40729b1
@rgesteve
Enable the constructor pipeline
f53a93e
@rgesteve
Passing parameters from constructor
66c0688
@rgesteve
Testing more complicated initialization
08c2efc
@rgesteve
Small changes accommodating differences between lightgbm and xgboost
6bf317c
@rgesteve
A little cleaning up of dead code
4f6739d
@rgesteve
Enable a few more config options
204c042
@rgesteve
Enabling loading data from rolemappedcursor
1b845aa
@rgesteve
Starting loading data with rolemapped cursor
8c82b35
@rgesteve
General cleanup
1f36a0d
@rgesteve
Connected with DMatrix constructor
6ea2f2c
@rgesteve
Added a class to reflect Train interface
09a1de9
@rgesteve
Playing with the input shape to xgboost
f994aef
@rgesteve
Completed training loop
07d4e30
@rgesteve
Full flow inside the trainer
abe6fc5
@rgesteve rgesteve mentioned this pull request May 8, 2023
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