* merging
* clean commit
* Delete mylearner.py
This file is not needed.
* fix py4j import error
* more tolerant cancelling time
* fix problems following suggestions
* Update flaml/tune/spark/utils.py
Co-authored-by: Li Jiang <bnujli@gmail.com>
* remove redundant model
* Update test/spark/custom_mylearner.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add docstr
* reverse change in gitignore
* Update test/spark/custom_mylearner.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
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Co-authored-by: Li Jiang <bnujli@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add custom meta feature function
* Update flaml/default/suggest.py
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
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Co-authored-by: littlelittlecloud <g2260578356@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* begin annotation in automl.py and ml.py
* EstimatorSubclass + annotate metric
* review: fixes + setting fit_kwargs as proper Optional
* import from flaml.automl.model (import from flaml.model is deprecated)
* comment n_jobs in train_estimator as well
* better annotation in _compute_with_config_base
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
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Co-authored-by: Andrea W <a.ruggerini@ammagamma.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* added documentation about small time budget
* small change for better clarity
* Update website/docs/Use-Cases/Task-Oriented-AutoML.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
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Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* add cost budget; move loc of make_dir
* support openai completion
* install pytest in workflow
* skip openai test
* test openai
* path for docs rebuild
* install datasets
* signal
* notebook
* notebook in workflow
* optional arguments and special params
* key -> k
* improve readability
* assumption
* optimize for model selection
* larger range of max_tokens
* notebook
* python package workflow
* skip on win
* Update Research.md
* Update website/docs/Research.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Research.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Research.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Research.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Research.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Research.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
* Update website/docs/Research.md
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
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Co-authored-by: Chi Wang <wang.chi@microsoft.com>
Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
* notebook test
* add ipykernel, remove except
* only create dir if not empty
* Stop sequential tuning when result is None
* fix reproducibility of global search
* save gs seed
* use get to avoid KeyError
* test
* Do not persist entire AutoMLState in Searcher
Signed-off-by: Antoni Baum <antoni.baum@protonmail.com>
* Fix tests
Signed-off-by: Antoni Baum <antoni.baum@protonmail.com>
Signed-off-by: Antoni Baum <antoni.baum@protonmail.com>