Issues

• Intermittent unit test failure at test_remote_ssh_env

  bugmlos-benchtests
  microsoft/MLOS#1005 · Filter by author motus opened on Oct 22, 2025
  2

  

• Bug: crash when DB password contains non-alphanumeric characters

  bugdependenciesmlos-bench
  Bug

  microsoft/MLOS#997 · Filter by author motus opened on Sep 19, 2025
  

• Bug: DB connection leak

  microsoft/MLOS#992 · Filter by author bpkroth opened on Jun 25, 2025
  

• Fix recent pyproject.toml build warnings

  microsoft/MLOS#966 · Filter by author bpkroth opened on Mar 20, 2025
  

• Document variable propagation rules for ScriptEnv

  microsoft/MLOS#965 · Filter by author bpkroth opened on Mar 20, 2025

• Expand documentation of variable propagation to include parent-child relationships with CompositeEnvs

  microsoft/MLOS#964 · Filter by author bpkroth opened on Mar 20, 2025

• Document "best practices" for variable naming (and update examples to use it)

  microsoft/MLOS#963 · Filter by author bpkroth opened on Mar 20, 2025

• Allow exporting *all* required_args and/or const_args for convenience.

  microsoft/MLOS#962 · Filter by author bpkroth opened on Mar 20, 2025

• Allow variable tunable_params_maps to have defaults specified

  microsoft/MLOS#961 · Filter by author bpkroth opened on Mar 17, 2025
  1

• Refactor: Move optional MlosCoreOptimizer config elements into a "config" section as others do

  refactor
  microsoft/MLOS#957 · Filter by author bpkroth opened on Feb 25, 2025
  1

• Feature: Add support for Optuna Optimizer

  enhancementhelp wantedmlos-benchmlos-core
  Feature

  microsoft/MLOS#955 · Filter by author bpkroth opened on Feb 24, 2025

• Integrate Zenodo for better academic references

  WIP
  Feature

  microsoft/MLOS#951 · Filter by author bpkroth opened on Feb 14, 2025
  1

  

• Smac issues with numpy 2.0

  bugdependencies
  microsoft/MLOS#948 · Filter by author bpkroth opened on Jan 30, 2025
  2

  

• Rethink packaging: split mlos_bench.storage out?

  design
  microsoft/MLOS#947 · Filter by author bpkroth opened on Jan 29, 2025

• Idea: Profile Guided Optimization

  Feature

  microsoft/MLOS#946 · Filter by author bpkroth opened on Jan 28, 2025
  1

• Implement TUNA in mlos_bench

  microsoft/MLOS#926 · Filter by author bpkroth opened on Jan 13, 2025
  1

  

• Explore use of Azurite for local testing of Azure Storage

  enhancementlow prioritytests
  microsoft/MLOS#897 · Filter by author bpkroth opened on Dec 10, 2024

• Fix flaky Windows FLAML test

  bugtests
  microsoft/MLOS#893 · Filter by author bpkroth opened on Dec 5, 2024

• Add additional tests for results_df with PENDING trials

  microsoft/MLOS#892 · Filter by author bpkroth opened on Dec 5, 2024
  2

  

• Expand improved docstrings documentation

  documentation
  microsoft/MLOS#891 · Filter by author bpkroth opened on Dec 5, 2024
  

• automatic formatting for json files

  help wantedlow priority
  microsoft/MLOS#882 · Filter by author bpkroth opened on Nov 14, 2024
  2

• Add extensible json config option for externally developed Services and Environments

  microsoft/MLOS#880 · Filter by author bpkroth opened on Nov 13, 2024
  1

• Refactor: split optimizer-schema.json into multiple files

  good first issuelow priority
  microsoft/MLOS#867 · Filter by author bpkroth opened on Oct 4, 2024
  2

• Ability to schedule ablation study of optimized configs

  help wanted
  microsoft/MLOS#860 · Filter by author bpkroth opened on Sep 24, 2024
  5

• Consider replacing various linters/formatters with pre-commit and ruff

  dev-envlow priority
  microsoft/MLOS#859 · Filter by author bpkroth opened on Sep 23, 2024