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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 BOHB, change n_iter -> n_trials, fix up early stopping
#81
richardliaw
closed
4 years ago
2
Rename n_iter => n_trials
#80
richardliaw
closed
4 years ago
0
Early stopping for xgboost and lgbm
#79
inventormc
closed
4 years ago
3
Provide local install command
#78
richardliaw
closed
4 years ago
0
Problems with the TuneSearchCV example
#77
PPiodas
closed
4 years ago
4
Fix condition in _fill_config_hyperparam
#76
Yard1
closed
4 years ago
0
[Question] Tune Sklearn Algorithm
#75
rohan-gt
closed
4 years ago
5
Enable local mode + forward compat
#74
richardliaw
closed
4 years ago
0
[Feature Request] Add default model parameters to tuning trials
#73
rohan-gt
closed
3 years ago
7
[Bug] Multiple warnings and errors using the Readme example
#72
rohan-gt
closed
4 years ago
3
ValueError: Search optimization must be random or bayesian
#71
UTUnex
closed
4 years ago
6
[Bug] ConfigurationSpace throws error with BOHB
#70
rohan-gt
closed
4 years ago
4
Add a missing space in readme
#69
Yard1
closed
4 years ago
0
New search algorithms
#68
Yard1
closed
4 years ago
12
[Bug] Tuning CatBoost with GPU fails on Google Colab
#67
rohan-gt
closed
4 years ago
1
[Bug] Setting 'auto_class_weights' parameter fails with CatBoostClassifier
#66
rohan-gt
closed
4 years ago
4
[Enhancement] Smart error handling and hyperparameter resampling
#65
rohan-gt
closed
4 years ago
7
TuneGridSearchCV.fit(X, Y) would not run
#64
1fornothin
closed
4 years ago
8
Early stopping for XGBoost + Update Readme
#63
inventormc
closed
4 years ago
1
Multimetric scoring
#62
inventormc
closed
4 years ago
0
Fix memory leaks in travis
#61
inventormc
closed
4 years ago
0
gpu bug
#60
inventormc
closed
4 years ago
0
[Bug] GPU not utilized
#59
rohan-gt
closed
4 years ago
1
[Feature request] Early stopping doesn't work with XGBoost, LightGBM or CatBoost
#58
rohan-gt
closed
4 years ago
6
[docs] Remove multiple metrics reference in scoring argument for TuneSearchCV
#57
sumanthratna
closed
4 years ago
1
Add local_dir
#56
inventormc
closed
4 years ago
1
Pass local_dir parameter to search functions
#55
TiesdeKok
closed
4 years ago
2
[Request] Add examples for deploying on AWS spot instances
#54
rohan-gt
closed
4 years ago
7
For evaluating multiple scores, use sklearn.model_selection.cross_validate instead
#53
sumanthratna
closed
4 years ago
4
fix resources per trial
#52
inventormc
closed
4 years ago
1
TuneError: Insufficient cluster resources to launch trial: trial requested
#51
MislavSag
closed
4 years ago
8
Error messages when running random forest example
#50
MislavSag
closed
4 years ago
2
Better errors and warnings
#49
inventormc
closed
4 years ago
1
TuneError. Any idea?
#48
echavezh
closed
4 years ago
5
add tests for all schedulers
#47
inventormc
closed
4 years ago
1
Use warm start for early stopping
#46
inventormc
closed
4 years ago
1
Remove refit
#45
inventormc
closed
4 years ago
0
fail-fast and fix early stopping
#44
richardliaw
closed
4 years ago
0
Parallelize partial_fit
#43
inventormc
closed
4 years ago
3
Ray init/shutdown
#42
inventormc
closed
4 years ago
0
Add ray test to travis
#41
richardliaw
closed
4 years ago
3
Early stop bug fix
#40
inventormc
closed
4 years ago
0
switch to skopt
#39
inventormc
closed
4 years ago
0
Error checking for early stop
#38
inventormc
closed
4 years ago
0
Remove ray license
#37
richardliaw
closed
4 years ago
2
Documentation - proper rendering.
#36
richardliaw
closed
4 years ago
0
Update readme/examples
#35
inventormc
closed
4 years ago
0
Gpu/cpu support
#34
inventormc
closed
4 years ago
1
Better initialization
#33
richardliaw
closed
4 years ago
0
"scheduler" removed for simpler interface
#32
anthonyhsyu
closed
4 years ago
0
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