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[Tune] Add ZOOpt search algorithm (#7960)

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* add zoopt

* add zoopt search algo

* add zoopt

* fix zoopt

* add zoopt requirements

* fix zoopt

* remove generated guides

* Apply suggestions from code review

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
This commit is contained in:
Servon
2020-04-15 21:13:29 -07:00
committed by GitHub
co-authored by Richard Liaw
parent 956ea7c944
commit 5c274fe631
7 changed files with 309 additions and 2 deletions
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docker/examples/Dockerfile
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@@ -12,7 +12,7 @@ RUN pip install -U h5py # Mutes FutureWarnings
RUN pip install --upgrade bayesian-optimization
RUN pip install --upgrade hyperopt==0.1.2
RUN pip install ConfigSpace==0.4.10
RUN pip install --upgrade sigopt nevergrad scikit-optimize hpbandster lightgbm xgboost torch torchvision tensorboardX dragonfly-opt
RUN pip install --upgrade sigopt nevergrad scikit-optimize hpbandster lightgbm xgboost torch torchvision tensorboardX dragonfly-opt zoopt
RUN pip install -U tabulate mlflow
RUN pip install -U pytest-remotedata>=0.3.1
RUN pip install -U matplotlib jupyter pandas