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chore: release v0.7.0 #690

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39 changes: 39 additions & 0 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -4,6 +4,45 @@ All notable changes to this project will be documented in this file.

The format is based on [Keep a Changelog](http://keepachangelog.com/).

<a name="v0.7.0"></a>
## [v0.7.0] - 2023-05-23
### New Features
- Plotting code for fine_tuning_transformer_glue benchmark ([#686](https://github.com/awslabs/syne-tune/issues/686))
- Backoff decorator for jobs scheduling ([#673](https://github.com/awslabs/syne-tune/issues/673))
- Plotting tools for result of comparative study ([#652](https://github.com/awslabs/syne-tune/issues/652))
- New surrogate models API ([#669](https://github.com/awslabs/syne-tune/issues/669))
- implementation of NSGA-2 ([#660](https://github.com/awslabs/syne-tune/issues/660))

### Bug Fixes
- typos in "Getting started" code example ([#687](https://github.com/awslabs/syne-tune/issues/687))
- Made scoring function compatible with acquisition function interface ([#682](https://github.com/awslabs/syne-tune/issues/682))
- Sklearn estimator now fits the surrogate model without considering pending evaluations. ([#681](https://github.com/awslabs/syne-tune/issues/681))
- Domain.len returns 0 for infinite domain (e.g., Float) ([#672](https://github.com/awslabs/syne-tune/issues/672))
- Fix bug in benchmarking where default values were int instead of… ([#670](https://github.com/awslabs/syne-tune/issues/670))
- Bugfix in benchmarking ([#667](https://github.com/awslabs/syne-tune/issues/667))
- Fix import bug, and also new workflow to install Syne Tune with … ([#663](https://github.com/awslabs/syne-tune/issues/663))

### Code Refactoring
- Cleanup of training scripts ([#668](https://github.com/awslabs/syne-tune/issues/668))
- Allow benchmark to be multi-objective ([#666](https://github.com/awslabs/syne-tune/issues/666))
- Graduate some content in benchmarking/nursery and create ne… ([#659](https://github.com/awslabs/syne-tune/issues/659))
- SurrogateModel -> Predictor; ModelFactory -> Estimator; Simplify bayesopt code ([#651](https://github.com/awslabs/syne-tune/issues/651))

### Documentation Updates
- Tutorial for plotting ([#675](https://github.com/awslabs/syne-tune/issues/675))
- Update README.md ([#661](https://github.com/awslabs/syne-tune/issues/661))

### Maintenance
- Bump codecov/codecov-action from 3.1.3 to 3.1.4 ([#685](https://github.com/awslabs/syne-tune/issues/685))
- fix unit test ([#678](https://github.com/awslabs/syne-tune/issues/678))
- add initial multiobjective benchmarking logic ([#674](https://github.com/awslabs/syne-tune/issues/674))
- re-introduce check-standalone-bayesian-optimization.yml ([#664](https://github.com/awslabs/syne-tune/issues/664))
- Increase time limits on flakey tests ([#658](https://github.com/awslabs/syne-tune/issues/658))
- Bump zgosalvez/github-actions-ensure-sha-pinned-actions from 2.1.2 to 2.1.3 ([#655](https://github.com/awslabs/syne-tune/issues/655))

[v0.7.0]: https://github.com/awslabs/syne-tune/compare/v0.6.0...v0.7.0


<a name="v0.6.0"></a>
## [v0.6.0] - 2023-05-08

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2 changes: 1 addition & 1 deletion syne_tune/version
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@@ -1 +1 @@
0.6.0
0.7.0
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