Dvclive

What's Changed
* remove dvclive outputs from dvc stage outs by dberenbaum in https://github.com/iterative/dvclive/pull/506
* live: Explicitly require `exp` for sending Studio updates. by daavoo in https://github.com/iterative/dvclive/pull/507


**Full Changelog**: https://github.com/iterative/dvclive/compare/2.5.0...2.5.1

New features

`dvclive.optuna`

python
import optuna
from dvclive.optuna import DVCLiveCallback

def objective(trial):
x = trial.suggest_float("x", -10, 10)
return (x - 2) ** 2

study = optuna.create_study()

study.optimize(
objective, n_trials=7, callbacks=[DVCLiveCallback()])


What's Changed
* log stage template by dberenbaum in https://github.com/iterative/dvclive/pull/497
* Added Optuna callback. by daavoo in https://github.com/iterative/dvclive/pull/356
* frameworks: Use `log_artifact`. by daavoo in https://github.com/iterative/dvclive/pull/500


**Full Changelog**: https://github.com/iterative/dvclive/compare/2.4.0...2.5.0

New features

`Live.log_artifact`

Tracks an existing directory or file with DVC.

https://dvc.org/doc/dvclive/api-reference/live/log_artifact

What's Changed
* Implement log_artifact method for live by karajan1001 in https://github.com/iterative/dvclive/pull/464
* replaces utils functions with funcy by dberenbaum in https://github.com/iterative/dvclive/pull/493
* add ruamel.yaml dep by dberenbaum in https://github.com/iterative/dvclive/pull/496
* studio: Send paths relative to `self._dvc_repo.root_dir`. by daavoo in https://github.com/iterative/dvclive/pull/502

New Contributors
* karajan1001 made their first contribution in https://github.com/iterative/dvclive/pull/464

**Full Changelog**: https://github.com/iterative/dvclive/compare/2.3.1...2.4.0

What's Changed
* lightning: prevent conflict with internal `step` property. by daavoo in https://github.com/iterative/dvclive/pull/490


**Full Changelog**: https://github.com/iterative/dvclive/compare/2.3.0...2.3.1

What's Changed
* Require DVC >2.45.1 by daavoo in https://github.com/iterative/dvclive/pull/481
* save_dvc_exp: fix `include_untracked` by daavoo in https://github.com/iterative/dvclive/pull/489


**Full Changelog**: https://github.com/iterative/dvclive/compare/2.2.0...2.3.0

What's Changed
* live: Ignore `DvcException` in `save_dvc_exp`. by daavoo in https://github.com/iterative/dvclive/pull/470
* Add step to plots config by dberenbaum in https://github.com/iterative/dvclive/pull/478
* lightning: more robust metric name standardization by dberenbaum in https://github.com/iterative/dvclive/pull/480
* lightning: Determine when to call next_step based on `inspect.stack`. by daavoo in https://github.com/iterative/dvclive/pull/483


**Full Changelog**: https://github.com/iterative/dvclive/compare/2.1.0...2.2.0