Dvclive

💣 Breaking Changes

Standardize names of logged metrics across frameworks using a format that is more convenient for our UIs (Studio, VScode)

Fast.ai

diff
train/loss
- valid/loss
+ eval/loss


HuggingFace

diff
- train_loss
+ train/loss
- eval_loss
+ eval/loss


Keras

diff
- loss
+ train/loss
- val_loss
+ eval/loss


PyTorch Lightning

diff
- train_loss_step
+ train/step/loss
- eval_loss_step
+ eval/step/loss


What's Changed

* setup: Add `license` and `license_files` by daavoo in https://github.com/iterative/dvclive/pull/258
* integrations: Standardize metric name to group under subfolders. by daavoo in https://github.com/iterative/dvclive/pull/259


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.8.2...0.9.0

What's Changed
* data: scalar: Accept numpy scalars. by daavoo in https://github.com/iterative/dvclive/pull/254


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.8.1...0.8.2

What's Changed
* lightning: Updates for pytorch_lightning>=1.6 by daavoo in https://github.com/iterative/dvclive/pull/256


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.8.0...0.8.1

with Live() as live:
live.log_sklearn_plot(
"roc", y_true, y_score,
These properties are new
title="Custom Title for ROC Curve",
x_label="False Positive Rate",
y_label="True Positive Rate")


What's Changed
* only log from dvclive by dberenbaum in https://github.com/iterative/dvclive/pull/541
* [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/iterative/dvclive/pull/544
* setup: Use ranges for test dependencies. by daavoo in https://github.com/iterative/dvclive/pull/545
* live: Add `log_plot`. by daavoo in https://github.com/iterative/dvclive/pull/543


**Full Changelog**: https://github.com/iterative/dvclive/compare/2.7.0...2.8.0#

What's Changed
* live: Add dvclive logger and `DVCLIVE_LOGLEVEL`. by daavoo in https://github.com/iterative/dvclive/pull/250


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.7.3...0.8.0

What's Changed
* live: Handle auto_open via env. by daavoo in https://github.com/iterative/dvclive/pull/243
* Checkpoint without live by daavoo in https://github.com/iterative/dvclive/pull/244


**Full Changelog**: https://github.com/iterative/dvclive/compare/0.7.2...0.7.3