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ray-project
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tune-sklearn
A drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
https://docs.ray.io/en/master/tune/api_docs/sklearn.html
Apache License 2.0
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Fix `refit` check
#233
Yard1
closed
2 years ago
0
GridSearchCV, RandomizedSearchCV don't support big dataset train?
#232
ICESDHR
opened
2 years ago
9
Remove os.path.expanduser (defer to Ray Tune)
#231
krfricke
closed
2 years ago
0
error when using multimetric scoring with refit=False
#230
yonil7
closed
2 years ago
1
Fix cloning issues with early_stopping
#229
Yard1
closed
2 years ago
0
gpu usage
#228
Eeonum
opened
3 years ago
3
ValueError: list of dictionaries for parameters is not supported for non-random search
#227
RNarayan73
closed
1 year ago
0
Errors with Optuna search space and bohb search spaces
#226
RNarayan73
closed
3 years ago
4
Allow 1 as `sk_n_jobs`, fix cloning issues
#225
Yard1
closed
3 years ago
0
Save analysis object
#224
Yard1
closed
3 years ago
0
TuneSearchCV and a Pipeline with feature selection
#223
kienerj
closed
3 years ago
7
The code you provided will not run directly
#222
yunhao2742
opened
3 years ago
0
ValueError: Tune-sklearn no longer supports nested parallelism with new versions of joblib/sklearn. Don't set 'sk_n_jobs'.
#221
RNarayan73
closed
2 years ago
47
Remove max_concurrency from BOHB kwargs
#220
Yard1
closed
3 years ago
0
Fix detection of BOHB scheduler
#219
Yard1
closed
3 years ago
0
TuneSearchCV not using Colab GPU
#218
sadia
closed
3 years ago
4
Bump version number to 0.4.1
#217
Yard1
closed
3 years ago
0
Use Tune search space for optuna
#216
krfricke
closed
3 years ago
0
Simplify `TuneBaseSearchCV.fit`
#215
Yard1
closed
3 years ago
0
Bump version to 0.4.0
#214
Yard1
closed
3 years ago
0
The hyperopt search algorithm fails with a custom_grid.
#213
sungreong
closed
3 years ago
4
Allow user to pass own `tune.run` params in `fit`
#212
Yard1
closed
3 years ago
2
[feature request] Support `resume` (and potentially other `tune.run` args)
#211
Yard1
closed
3 years ago
0
FileNotFoundError on Windows
#210
kjans123
closed
3 years ago
3
Fix _is_param_distributions_all_tune_domains
#209
Yard1
closed
3 years ago
0
Duplicated trials
#207
qo4on
opened
3 years ago
8
Bump version to 0.3.0 for new release
#206
richardliaw
closed
3 years ago
0
Support `name` (Ray Tune kwarg)
#205
bohniti
closed
3 years ago
4
WARNING Trial Runner checkpointing failed: cannot pickle 'dict_values' object
#204
einarG-1qbit
opened
3 years ago
3
Does HEBOSearch work in tune-sklearn?
#203
qo4on
closed
3 years ago
1
Trouble running TuneSearchCV with hydra and skorch
#202
akzaidi
closed
3 years ago
1
adding name to run args
#200
rspeare
closed
3 years ago
0
adding name to run args
#199
rspeare
closed
3 years ago
0
Allow any searcher, fixes
#198
Yard1
closed
3 years ago
16
Remove travis
#197
timvink
closed
3 years ago
0
Pass estimators via object store IDs
#196
krfricke
closed
3 years ago
0
TuneSearchCV not Working [tune]
#195
abheesht17
closed
3 years ago
2
Remove `.travis.yml`
#194
timvink
closed
3 years ago
1
TuneBaseSearchCV to extend BaseSearchCV from sklearn
#193
Matgrb
closed
3 years ago
1
Change BaseEstimator to BaseSearchCV
#192
timvink
closed
3 years ago
7
Fix groups for cross validation
#191
richardliaw
closed
3 years ago
0
[bug] Random search algorithm perform only 1 trial regardless of the actual n_trials value given to TuneSearchCV
#190
mariesosa
closed
3 years ago
2
[bug] TuneSearch not working for sklearn cv split based on groups with early_stopping
#189
mariesosa
closed
3 years ago
4
ImportError: cannot import name 'CombinedStopper' from 'ray.tune.stopper'
#188
kylegilde
closed
3 years ago
3
[feature] Support any Searcher/Stopper in Tune
#187
Yard1
closed
3 years ago
2
[bug] TuneSearchCV with hyperopt raise an error with sklearn.RandomForestClassifier
#186
mariesosa
closed
3 years ago
3
Can't install on Kaggle's Python 3.7
#185
kylegilde
closed
3 years ago
3
Ray Tune throws "'NoneType' object is not callable" error
#184
patilpushkarp
closed
3 years ago
0
[Bug] HyperOpt optimization yields same results for both positive and negative loss values.
#183
Filco306
closed
3 years ago
2
[FEATURE REQUEST] Allow for additional kw_args to tune.run
#182
Filco306
closed
3 years ago
1
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