ray/doc/source/tune/examples
Antoni Baum 0b14f38ac7
[tune] Multi-objective support for Optuna (#20489)
This PR adds multi-objective support for Optuna searchers, including a test and example.

Co-authored-by: gjoliver <jungong@anyscale.com>
2021-11-18 18:47:29 +00:00
..
async_hyperband_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
ax_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
bayesopt_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
blendsearch_example.rst [Tune] Add new searchers from FLAML (#16329) 2021-06-12 02:10:51 -07:00
bohb_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
cfo_example.rst [Tune] Add new searchers from FLAML (#16329) 2021-06-12 02:10:51 -07:00
cifar10_pytorch.rst [tune] refactor and add examples (#11931) 2020-11-14 20:43:28 -08:00
custom_func_checkpointing.rst Added example to user guide for cloud checkpointing (#20045) 2021-11-15 15:43:06 +00:00
ddp_mnist_torch.rst [tune/sgd] Document func_trainable and add checkpoint context (#9739) 2020-07-30 09:46:37 -07:00
dragonfly_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
durable_trainable_example.rst [tune] refactor and add examples (#11931) 2020-11-14 20:43:28 -08:00
genetic_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
hebo_example.rst [Tune] Add HEBOSearch Searcher (#13863) 2021-02-17 22:53:10 +01:00
horovod_simple.rst [tune] horovod trainable (#10304) 2020-09-03 16:53:35 -07:00
hyperband_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
hyperband_function_example.rst [tune] refactor and add examples (#11931) 2020-11-14 20:43:28 -08:00
hyperopt_conditional_search_space_example.rst [tune] Conditional search space example using hyperopt (#18130) 2021-08-31 17:06:22 +02:00
hyperopt_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
index.rst [tune] Multi-objective support for Optuna (#20489) 2021-11-18 18:47:29 +00:00
lightgbm_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
logging_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
mlflow_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
mlflow_ptl_example.rst [Tune] Mlflow Integration (#12840) 2020-12-19 00:40:02 -08:00
mnist_ptl_mini.rst [tune] a tiny ptl example (#11497) 2020-10-22 18:50:34 -07:00
mnist_pytorch.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
mnist_pytorch_lightning.rst [tune/docs] Add PTL example to tune docs/examples (#11474) 2020-10-19 14:47:58 -07:00
mnist_pytorch_trainable.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
mxnet_example.rst [tune] refactor and add examples (#11931) 2020-11-14 20:43:28 -08:00
nevergrad_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
optuna_define_by_run_example.rst [tune] Add define-by-run support to OptunaSearcher (#17464) 2021-08-03 16:11:58 +01:00
optuna_example.rst [tune] Multi-objective support for Optuna (#20489) 2021-11-18 18:47:29 +00:00
optuna_multiobjective_example.rst [tune] Multi-objective support for Optuna (#20489) 2021-11-18 18:47:29 +00:00
pb2_example.rst Revert "Revert "[tune] PB2 (#11466)" (#11795)" (#11812) 2020-11-04 20:47:12 -08:00
pb2_ppo_example.rst Revert "Revert "[tune] PB2 (#11466)" (#11795)" (#11812) 2020-11-04 20:47:12 -08:00
pbt_convnet_function_example.rst [tune] refactor and add examples (#11931) 2020-11-14 20:43:28 -08:00
pbt_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
pbt_function.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
pbt_memnn_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
pbt_ppo_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
pbt_transformers.rst [tune] Example for using huggingface hyperparamer_search API (#11158) 2020-10-01 16:00:57 -07:00
pbt_tune_cifar10_with_keras.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
sigopt_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
sigopt_multi_objective_example.rst [tune] refactor and add examples (#11931) 2020-11-14 20:43:28 -08:00
sigopt_prior_beliefs_example.rst [tune] refactor and add examples (#11931) 2020-11-14 20:43:28 -08:00
skopt_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
tf_mnist_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
tune_basic_example.rst [tune] Add points_to_evaluate to BasicVariantGenerator (#12916) 2020-12-17 19:16:03 -08:00
tune_cifar10_gluon.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
tune_mnist_keras.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
wandb_example.rst [tune] Added WandbLogger (#9725) 2020-07-30 13:09:03 -07:00
xgboost_dynamic_resources_example.rst [tune] ResourceChangingScheduler dynamic resource allocation during tuning (#16787) 2021-07-14 10:45:13 +01:00
xgboost_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00
zoopt_example.rst [tune] Put examples under proper version control (#9427) 2020-07-13 18:01:10 -07:00