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Issues list

Refactor: Move optional MlosCoreOptimizer config elements into a "config" section as others do refactor
#957 opened Feb 25, 2025 by bpkroth updated Feb 25, 2025
1
Feature: Add support for Optuna Optimizer enhancement New feature or request help wanted Extra attention is needed mlos-bench mlos-core
#955 opened Feb 24, 2025 by bpkroth updated Feb 24, 2025
Integrate Zenodo for better academic references WIP Work in progress - do not merge yet
#951 opened Feb 14, 2025 by bpkroth updated Feb 21, 2025
@bpkroth
1
Smac issues with numpy 2.0 bug Something isn't working dependencies Pull requests that update a dependency file
#948 opened Jan 30, 2025 by bpkroth updated Feb 18, 2025
@kkanellis
2
Add test cases for partial dependency deployments tests Add or fix unit tests
#343 opened May 8, 2023 by bpkroth updated Jan 30, 2025
2
Rethink packaging: split mlos_bench.storage out? design Design doc discussions
#947 opened Jan 29, 2025 by bpkroth updated Jan 29, 2025
Add extensible json config option for externally developed Services and Environments
#880 opened Nov 13, 2024 by bpkroth updated Jan 29, 2025
2 tasks
1
Idea: Profile Guided Optimization
#946 opened Jan 28, 2025 by bpkroth updated Jan 28, 2025
4 tasks
1
mlos_bench_service
#732 opened May 10, 2024 by bpkroth updated Jan 24, 2025
7 tasks
11
mlos_webui design requirements design Design doc discussions enhancement New feature or request
#838 opened Aug 12, 2024 by bpkroth updated Jan 23, 2025
9 tasks
6
Expand improved docstrings documentation documentation Improvements or additions to documentation
#891 opened Dec 5, 2024 by bpkroth updated Jan 21, 2025
5 of 10 tasks
@bpkroth
automatic formatting for json files help wanted Extra attention is needed low priority Low-priority issue
#882 opened Nov 14, 2024 by bpkroth updated Jan 17, 2025
5 tasks
2
Implement TUNA in mlos_bench
#926 opened Jan 13, 2025 by bpkroth updated Jan 15, 2025
@jsfreischuetz @bpkroth
mlos_bench: implement optional early abort logic for time based trials
#542 opened Oct 17, 2023 by bpkroth updated Jan 10, 2025
3
parallel trial execution enhancement New feature or request WIP Work in progress - do not merge yet
#380 opened Jun 1, 2023 by bpkroth updated Jan 10, 2025
4
Add additional tests for results_df with PENDING trials
#892 opened Dec 5, 2024 by bpkroth updated Dec 30, 2024
@ricor07
2
Explore use of Azurite for local testing of Azure Storage enhancement New feature or request low priority Low-priority issue tests Add or fix unit tests
#897 opened Dec 10, 2024 by bpkroth updated Dec 10, 2024
Fix flaky Windows FLAML test bug Something isn't working tests Add or fix unit tests
#893 opened Dec 5, 2024 by bpkroth updated Dec 5, 2024
Split registering multiple configs into a seperate function
#804 opened Jul 17, 2024 by jsfreischuetz updated Nov 22, 2024
4
mlos_viz: add PCA API enhancement New feature or request mlos-viz
#807 opened Jul 18, 2024 by bpkroth updated Nov 22, 2024
Multi-objective optimization configs no longer allow overrides via globals bug Something isn't working
#847 opened Aug 19, 2024 by bpkroth updated Nov 22, 2024
2
Ability to schedule ablation study of optimized configs help wanted Extra attention is needed
#860 opened Sep 24, 2024 by bpkroth updated Nov 22, 2024
5
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 updated Oct 8, 2024
2
Consider replacing various linters/formatters with pre-commit and ruff dev-env low priority Low-priority issue
#859 opened Sep 23, 2024 by bpkroth updated Sep 23, 2024
DB Schema improvements to aid merging data across instances
#854 opened Aug 23, 2024 by bpkroth updated Aug 23, 2024
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