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81 Open 172 Closed
81 Open 172 Closed
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Issues list

Restoring past trials from storage fails when experiment has no tunables bug Something isn't working mlos-bench tests Add or fix unit tests
#884 opened Nov 21, 2024 by motus
@motus
prettier formatting for json files help wanted Extra attention is needed
#882 opened Nov 14, 2024 by bpkroth
4 tasks
Add ability to load class instances from json config string, not just a file
#881 opened Nov 14, 2024 by bpkroth
1
@bpkroth
Add extensible json config option for externally developed Services and Environments
#880 opened Nov 13, 2024 by bpkroth
2 tasks
Refactor: split optimizer-schema.json into multiple files good first issue Good for newcomers low priority Low-priority issue
#867 opened Oct 4, 2024 by bpkroth
2
Ability to schedule ablation study of optimized configs help wanted Extra attention is needed
#860 opened Sep 24, 2024 by bpkroth
5
Consider replacing various linters/formatters with pre-commit and ruff dev-env low priority Low-priority issue
#859 opened Sep 23, 2024 by bpkroth
DB Schema improvements to aid merging data across instances
#854 opened Aug 23, 2024 by bpkroth
Multi-objective optimization configs no longer allow overrides via globals bug Something isn't working
#847 opened Aug 19, 2024 by bpkroth
2
Latest version of FLAML changes optimization behavior
#839 opened Aug 12, 2024 by bpkroth
mlos_webui design requirements design Design doc discussions enhancement New feature or request
#838 opened Aug 12, 2024 by bpkroth
9 tasks
4
bulk_register can fail when existing trials are all Failed and do not have result columns yet
#831 opened Aug 2, 2024 by eujing
Debug logging hiding real Azure Compute API errors in AzureDeploymentService
#817 opened Jul 24, 2024 by eujing
2
mlos_viz: add PCA API enhancement New feature or request mlos-viz
#807 opened Jul 18, 2024 by bpkroth
Split registering multiple configs into a seperate function
#804 opened Jul 17, 2024 by jsfreischuetz
4
mlos_bench: add a flag for "deploy if not exists" for Azure ARM templates
#801 opened Jul 17, 2024 by bpkroth
mlos_bench: if a result.___ value is -1 register trial as FAILED
#800 opened Jul 16, 2024 by yshady
2
Mlos parallelization: storage schema initialization fails when attempted by many processes concurrently
#793 opened Jul 12, 2024 by DelphianCalamity
1
Investigate test breakage with recent asyncssh version
#784 opened Jul 10, 2024 by bpkroth
@bpkroth
Add tests for trial scheduling and time resolution granularity
#778 opened Jul 8, 2024 by bpkroth
@motus
mlos_bench: Trial repetition
#756 opened Jun 24, 2024 by yshady
1
6
Allow Environment configs to report the metrics they expose
#752 opened May 23, 2024 by bpkroth
mlos_bench.storage APIs: extend support to retrieve the full set of metric IDs for an experiment
#750 opened May 22, 2024 by bpkroth
Consider dropping support for python 3.8 and/or 3.9 low priority Low-priority issue
#749 opened May 21, 2024 by bpkroth
1
Allow user to specify "auxiliary" metrics to pass to the optimizer enhancement New feature or request mlos-bench
#745 opened May 20, 2024 by motus
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