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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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Getting numerous errors and warnings using LightGBM
#131
rohan-gt
closed
3 years ago
8
Raise Errors on trial failures instead of logging them
#130
amogkam
closed
3 years ago
8
Change Ray version in CI to 1.1.0
#129
Yard1
closed
3 years ago
0
Support for Tune search spaces
#128
Yard1
closed
3 years ago
25
[feature request] integrate with nvidia cuml
#127
richardliaw
opened
3 years ago
0
Add a proper tune-sklearn build to the doc build
#126
richardliaw
closed
3 years ago
1
Revert "Implement resource step (#121)"
#125
richardliaw
closed
3 years ago
0
Feature Request: Support unified search space
#124
richardliaw
closed
3 years ago
7
TuneSearchCV with EarlyStopping ValueError: sample_weight.shape == (190,), expected (271,)!
#123
dxyzx0
closed
3 years ago
5
Feature: add support for Optuna tuners
#122
Yard1
closed
3 years ago
1
Implement resource step
#121
Yard1
closed
3 years ago
2
Feature request: use number of samples as resource for early stopping
#120
awqb
opened
4 years ago
0
Add reasoning/explanation for separate Repo
#119
richardliaw
closed
3 years ago
0
Saved model with joblib NotFittedError unpredictably
#118
JesperDramsch
closed
3 years ago
2
Metric name issue in tune_sklearn.tune_basesearch.TuneBaseSearchCV._format_results
#117
zhu0619
opened
4 years ago
1
Metric names issue tune_sklearn.tune_basesearch.TuneBaseSearchCV._format_results
#116
zhu0619
closed
4 years ago
1
[Bug] LightGBM error while using early stopping
#115
rohan-gt
closed
3 years ago
2
`best_params` accessible without `refit=True`, bring API in line with sklearn
#114
Yard1
closed
3 years ago
6
`refit=True` is necessary to get `best_params_`
#113
Yard1
closed
3 years ago
6
[Feature Request] Reproducible results for TuneSearchCV
#112
rohan-gt
closed
3 years ago
1
Fix of multi_metric scoring issue
#111
mattKretschmer
closed
4 years ago
1
Multi-metric scoring with non-default `search_optimization` values
#110
mattKretschmer
closed
4 years ago
1
Early stopping support for LightGBM and CatBoost
#109
Yard1
closed
4 years ago
3
Properly raise the right error/exception when training fails
#108
inventormc
closed
3 years ago
4
This TuneGridSearchCV instance is not fitted yet.
#107
yijing332
closed
3 years ago
6
Warm start errors
#106
inventormc
closed
4 years ago
2
Reformat early stopping with enum
#105
inventormc
closed
4 years ago
2
Fix hyperopt loguniform params
#104
Yard1
closed
4 years ago
0
Early stopping support for sklearn Pipelines
#103
Yard1
closed
4 years ago
4
Raise errors for n_estimators and auto set parameters
#102
inventormc
closed
4 years ago
0
Explicitly raise an exception if the user tries to tune `n_estimators` with early stopping
#101
richardliaw
closed
3 years ago
0
Add support for loggers passed in as strings
#100
inventormc
closed
4 years ago
1
Bump version to 0.1.1 (newest release is 0.1.0)
#99
richardliaw
closed
3 years ago
1
[Feature Request] Stop tuning upon optimization convergence
#98
rohan-gt
closed
3 years ago
6
Refactor early stopping case handling in `_train`
#97
Yard1
closed
4 years ago
1
Update setup.py to remove sklearn version control
#96
inventormc
closed
4 years ago
1
[travis] try-fast-build
#95
richardliaw
closed
4 years ago
0
Travis fix
#94
richardliaw
closed
4 years ago
0
fix docstring
#93
krfricke
closed
4 years ago
0
[docs] Fix docs and build to avoid regression
#92
richardliaw
closed
4 years ago
0
Explicitly pass `mode=max` to schedulers
#91
krfricke
closed
4 years ago
0
Warm start for ensembles
#90
inventormc
closed
4 years ago
3
Enable scikit-optimize again
#89
holgern
closed
4 years ago
2
[feature] Support LightGBM incremental learning
#88
richardliaw
closed
4 years ago
1
[docs/feature] Show how to tune categorical variables + integers
#87
richardliaw
opened
4 years ago
0
[examples] Add colab notebook tutorials
#86
richardliaw
opened
4 years ago
0
[feature request] Support `timeout` parameter
#85
richardliaw
closed
3 years ago
2
[feedback welcome] Support tensorboard, wandb loggers via strings
#84
richardliaw
closed
4 years ago
0
Check that Skorch works on multi-gpu
#83
richardliaw
opened
4 years ago
0
Disable the Ray Dashboard
#82
richardliaw
closed
4 years ago
0
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