Related Issues (20)
- mlos_bench: expose `--merge-experiment-ids` option via CLI HOT 1
- Support log scale and quantization of numeric range of the Tunables
- Specify prior distributions for the Tunable parameters
- SMAC optimizer does not support mixed input space HOT 5
- Temporarily disable flaky markdown-link-check test
- Add tests for kv_df_to_dict and mixed integer types
- `objectives.optimization_target` column is too long to be in the primary key for MySQL
- Expand scheduler to support additional policies
- Add a storage API to allow a user to enqueue a new trial for an experiment from a notebook
- mlos_bench: grid search support HOT 1
- Integrate multi objective optimization
- Quantized tunables missing check for quantization alignment in `is_valid` check.
- Config support for pluggable Schedulers
- Tests for Scheduler classes
- Clean up the traces and other temp files after running remote commands on Azure VMs
- Increment iteration counter in `.suggest()` instead of `.register()`
- Document "known" variables in mlos_bench
- Revamp number of iterations vs. number of configs tracking HOT 1
- Get rid of deprecated functions like `datetime.utcnow()`
- mlos_bench: parameter constraints HOT 9
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