Syne Tune
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Getting Started
Installation
What Is Hyperparameter Optimization?
First Example
Experimentation with Syne Tune
Supported HPO Methods
Security
Citing Syne Tune
License
Next Steps
Frequently Asked Questions
Examples
Tutorials
Basics of Syne Tune
How to Choose a Configuration Space
Using the Built-in Schedulers
Multi-Fidelity Hyperparameter Optimization
Benchmarking in Syne Tune
Visualization of Results
Rapid Experimentation with Syne Tune
How to Contribute a New Scheduler
How to Implement Bayesian Optimization
PASHA: Efficient HPO and NAS with Progressive Resource Allocation
Using Syne Tune for Transfer Learning
Distributed Hyperparameter Tuning: Finding the Right Model can be Fast and Fun
API docs
API Reference
benchmarking package
setup module
syne_tune package
StoppingCriterion
Tuner
Reporter
Subpackages
Submodules
syne_tune.config_space module
syne_tune.constants module
syne_tune.num_gpu module
syne_tune.report module
syne_tune.results_callback module
syne_tune.stopping_criterion module
syne_tune.try_import module
syne_tune.tuner module
syne_tune.tuner_callback module
syne_tune.tuning_status module
syne_tune.util module
Syne Tune
API Reference
syne_tune package
syne_tune.try_import module
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syne_tune.try_import module
syne_tune.try_import.
try_import_gpsearchers_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_kde_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_bore_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_raytune_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_benchmarks_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_aws_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_botorch_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_blackbox_repository_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_yahpo_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_moo_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_visual_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_sklearn_message
(
)
[source]
Return type
:
str
syne_tune.try_import.
try_import_backends_message
(
)
[source]
Return type
:
str
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