automl / SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

https://automl.github.io/SMAC3/v2.1.0/

automl/SMAC3 Issues

random forest function problem
Updated a month ago1
How to add trials/walltime after a optimize call ends
Closed a month ago2
Ordinal parameters with conditions fails to impute in the random forest model
Closed 4 months ago3
Documentation scenario trial_memory_limit
Updated 2 months ago1
[Question] DeepCave with SMAC3 Ask&Tell
Closed 2 months ago1
Assertion error when accessing the Random Forest object after optimization
Updated 3 months ago2
Pre-Optimization Probing Causes Intensifier to Error Out
Updated 4 months ago1
SMAC stops before n_trials
Updated 4 months ago5
Optimizing in a discrete configspace
Updated 4 months ago1
What is the reasoning behind n_retries
Updated 4 months ago
Make warmstarting easier
Updated 5 months ago6
"no worker was ever available" when running on a slow slurm cluster
Closed 5 months ago6
Query about 'initial_design' argument in SMAC usage
Closed 5 months ago2
SMAC in parallel mode and impact of #cores on performance
Closed 6 months ago2
Unclarity in the Documentation
Updated 6 months ago1
tcp communication error CancelledError
Updated 7 months ago2
gpus on SlurmCluster
Updated 7 months ago1
version
Updated 7 months ago1
error when resuming interrupted multi objective optimization
Updated 7 months ago1
Handling of Inactive Hyperparameters in SMAC’s Surrogate Models
Closed 7 months ago3
'LocalAndSortedRandomSearch' object has no attribute 'update'
Closed 7 months ago4
Racing: Configs worse than existing incumbent are not rejected `bug`
Closed 8 months ago2
iteration_number in PriorAcquisitionFunction()
Updated 8 months ago1
"Intensifier could not find any new trials" after only a low number of trails have been run
Updated 8 months ago12
Intensifier misses minR argument
Updated 8 months ago
MOMF: Multi-Objective-Multi-Fidelity
Updated 8 months ago
HyperparameterOptimizationFacade does wrong initial_design for hyperparameters from type NormalInteger
Updated 8 months ago4
[Question] Dask on Cluster
Updated 9 months ago1
Facing issues with using dask+smac for parallel search with DP
Updated 9 months ago4
Instance features break SMAC
Closed 10 months ago1
How to manually set initial points?
Closed 10 months ago8
A problem about the sobol.rng_seed
Closed 10 months ago1
HyperBand - Trajectory possibly wrong.
Updated 10 months ago3
Conditional Configspace KeyError
Closed 10 months ago2
Question about memory usage for MO+MF
Closed 10 months ago4
Iterative Surrogate Model Versions
Updated 10 months ago
[Bug] Assertion Error with Multi-Objective
Updated 10 months ago2
[QUESTION] How does that Ask&Tell Interface's surrogate model learning phase works?
Closed 10 months ago4
SMAC for cross validation examples
Updated 10 months ago
Error with Importing from ConfigSpace
Closed a year ago4
[BUG] [QUESTION] How to setup AlgorithmConfigurationFacade for multiple algorithms and hyperparameters?
Closed a year ago3
[Bug] ValueError: The dtype of argument `operate_on` needs to be int, but is int64
Updated a year ago1
Parallelize facade.validate()
Updated a year ago6
[Feat] User provided InitialDesign
Updated a year ago1
[Refactor] Hard to find the model update loop
Updated a year ago
Setting trial_walltime_limit when using a slurm cluster
Closed a year ago6
Make pynisher + parallelization work
Updated a year ago
How to set a fixed number of iterations？
Closed a year ago
Issue in _get_best_configs of SuccessiveHalving
Closed a year ago1
[Question] About the difference between change log with true release version
Closed a year ago2