2.6.0

What's Changed

• report: Use base64 images for HTML. by @daavoo in #508
• live: Track self._dir when self._inside_dvc_exp. by @daavoo in #511
• make_dvcyaml: Include metrics section also if live.summary. by @daavoo in #512

Full Changelog: 2.5.1...2.6.0

2.5.1: Require `exp` for Studio updates

What's Changed

• remove dvclive outputs from dvc stage outs by @dberenbaum in #506
• live: Explicitly require exp for sending Studio updates. by @daavoo in #507

Full Changelog: 2.5.0...2.5.1

2.5.0: Optuna callback

New features

dvclive.optuna

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 #497
• Added Optuna callback. by @daavoo in #356
• frameworks: Use log_artifact. by @daavoo in #500

Full Changelog: 2.4.0...2.5.0

2.4.0: `Live.log_artifact`

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 #464
• replaces utils functions with funcy by @dberenbaum in #493
• add ruamel.yaml dep by @dberenbaum in #496
• studio: Send paths relative to self._dvc_repo.root_dir. by @daavoo in #502

New Contributors

• @karajan1001 made their first contribution in #464

Full Changelog: 2.3.1...2.4.0

2.3.1

What's Changed

• lightning: prevent conflict with internal step property. by @daavoo in #490

Full Changelog: 2.3.0...2.3.1

2.3.0: Require DVC

What's Changed

• Require DVC >2.45.1 by @daavoo in #481
• save_dvc_exp: fix include_untracked by @daavoo in #489

Full Changelog: 2.2.0...2.3.0

2.2.0

What's Changed

• live: Ignore DvcException in save_dvc_exp. by @daavoo in #470
• Add step to plots config by @dberenbaum in #478
• lightning: more robust metric name standardization by @dberenbaum in #480
• lightning: Determine when to call next_step based on inspect.stack. by @daavoo in #483

Full Changelog: 2.1.0...2.2.0

2.1.0: Add Notebook report

What's Changed

• drop questionable words from exp names by @dberenbaum in #457
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #458
• report: Add notebook mode. by @daavoo in #432
• report: Use HTML instead of IFrame inside Google Colab. by @daavoo in #461

Full Changelog: 2.0.2...2.1.0

2.0.2

What's Changed

• Introduce dvcyaml: bool = True kwarg for DVCLiveLogger by @francisquintallauzon in #455

New Contributors

• @francisquintallauzon made their first contribution in #455

Full Changelog: 2.0.1...2.0.2

2.0.1

Fixes from 2.0.0

• Fix Live(save_dvc_exp=True) to save experiments even if there is an existing dvc.yaml pipeline #448
• Fix field names in metrics history plots to use shortened names and path-separated titles #450 #451

Full Changelog: 2.0.0...2.0.1