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Issues list

mlos_bench: make selecting the tunables for the experiment more flexible
#443 opened Jul 11, 2023 by motus
@motus
mlos_bench: add nightly runs of full end-to-end examples
#332 opened May 3, 2023 by bpkroth
@bpkroth
1
Add test cases for partial dependency deployments tests Add or fix unit tests
#343 opened May 8, 2023 by bpkroth
2
reset the environment when the tunable parameters change
#361 opened May 18, 2023 by motus
@motus
Create a multi-VM example for Azure
#362 opened May 18, 2023 by motus
1 task
1
@motus
3
mlos_core: rename acquisition_function method low priority Low-priority issue
#367 opened May 19, 2023 by bpkroth
parallel trial execution enhancement New feature or request WIP Work in progress - do not merge yet
#380 opened Jun 1, 2023 by bpkroth
4
Address pylint and mypy issues in ConfigSpace 0.7.1
#395 opened Jun 14, 2023 by bpkroth
mlos_bench storage: track config actually run and other basic system metadata
#403 opened Jun 20, 2023 by bpkroth
@motus
2
mlos_bench: examples/abstractions for modeling reconfig vs. restart and reprovision
#404 opened Jun 20, 2023 by bpkroth
1
Add unit tests to make sure that mlos_bench wrapper passes correct values to the mlos_core optimizers tests Add or fix unit tests
#415 opened Jun 23, 2023 by motus
@motus
Pass Tunable metadata to ConfigurationSpace hyperparameters and back
#419 opened Jun 23, 2023 by motus
Create docker-compose files to start an SQL DB storage service for testing.
#308 opened Apr 17, 2023 by motus
@bpkroth
Implement more flexible "Stopping Conditions"
#427 opened Jun 29, 2023 by bpkroth
mlos_bench: error handling improvement: track config source for environment/service
#458 opened Jul 25, 2023 by bpkroth
mlos_bench: first class scheduler support
#463 opened Jul 31, 2023 by bpkroth
@motus
2
mlos_bench: improved failure handling
#464 opened Aug 1, 2023 by bpkroth
@motus
1
mlos_bench: add stock "health/sanity check" remote env example
#465 opened Aug 1, 2023 by bpkroth
Support restricting port accessibility to specific IP ranges in ARM templates
#467 opened Aug 2, 2023 by bpkroth
ARM template auto-shutdown and cleanup helper scripts
#468 opened Aug 2, 2023 by bpkroth
5 tasks
SMAC random forest model seems non-deterministic
#482 opened Aug 10, 2023 by bpkroth
Add support for DynamicModulusRandomDesign in SMAC
#487 opened Aug 16, 2023 by bpkroth
SMAC support should incorporate runhistory
#488 opened Aug 16, 2023 by bpkroth
Allow --random-seed to pass through to other seed configs as an overall experiment override enhancement New feature or request
#495 opened Aug 24, 2023 by bpkroth
Refactor: Move optional MlosCoreOptimizer config elements into a "config" section as others do refactor
#957 opened Feb 25, 2025 by bpkroth
1
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