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mlos_bench/mlos_bench/tests/storage/exp_data_test.py::test_exp_data_root_env_config /opt/conda/envs/mlos/lib/python3.13/copy.py:220: ResourceWarning: unclosed database in sqlite3.Connection object at ...
  • bpkroth
  • Opened 
    on Jun 25
  • #992

As discussed in https://github.com/microsoft/MLOS/pull/967#issuecomment-2825025256 We need to - [ ] fix the bug - [ ] add tests for this
  • bpkroth
  • 1
  • Opened 
    on Apr 23
  • #968

/tmp/build-env-vfr96wjs/lib/python3.13/site-packages/setuptools/config/pyprojecttoml.py:72: _ExperimentalConfiguration: `[tool.distutils]` in `pyproject.toml` is still *experimental* and likely to change ...
  • bpkroth
  • Opened 
    on Mar 20
  • #966

As discussed in https://github.com/microsoft/MLOS/issues/964 we should expand our (testable) documentation of variable propagation in the context of ScriptEnvs and LocalEnvs
  • bpkroth
  • Opened 
    on Mar 20
  • #965

As discussed in https://github.com/microsoft/MLOS/pull/960/files/393e0388b3f56e234277172094a28a5f76c8e9bd#r2006264282 we should also document (with runnable examples) how variable propagation works in ...
  • bpkroth
  • Opened 
    on Mar 20
  • #964

As discussed in https://github.com/microsoft/MLOS/pull/960/files/393e0388b3f56e234277172094a28a5f76c8e9bd#r2006409736 since we have a single namespace for variables in MLOS configs, but we want them to ...
  • bpkroth
  • Opened 
    on Mar 20
  • #963

As discussed in https://github.com/microsoft/MLOS/pull/960/files/393e0388b3f56e234277172094a28a5f76c8e9bd#r2006415713 right now for ScriptEnv run commands to use const_args and/or required_args we have ...
  • bpkroth
  • Opened 
    on Mar 20
  • #962

Right now if you construct an Environment config with a $variable tunable_params, you are required to specify a value for that variable in the a --globals or CLI --config via tunable_params_map. e.g., ...
  • bpkroth
  • 1
  • Opened 
    on Mar 17
  • #961

Nearly all other configs follow the form: { class : class.name , config : { ... } } The optimizer json schema intermingles a few things though: { class : mlos_bench.optimizers.MlosCoreOptimizer ...
refactor
  • bpkroth
  • 1
  • Opened 
    on Feb 25
  • #957

Looks like this should be possible to support in mlos_core and mlos_bench. https://optuna.readthedocs.io/en/stable/tutorial/20_recipes/009_ask_and_tell.html
enhancement
help wanted
mlos-bench
mlos-core
  • bpkroth
  • Opened 
    on Feb 24
  • #955
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