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| # Changelog | ||
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| ## Version 0.1 | ||
| ## Version 1.2.2 | ||
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| - Feature A added | ||
| - FIX: nasty bug #1729 fixed | ||
| - add your changes here! | ||
| ### What's Changed | ||
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| #### New Features | ||
| * Enable support for *internally parallelized evaluation of the loss function using multi-rank workers* by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/110 | ||
| * Provide example script for how to use Propulate with multi-rank workers for HPO / NAS of distributed data-parallel neural networks in `PyTorch` by @coquelin77 in https://github.com/Helmholtz-AI-Energy/propulate/pull/124 | ||
| * Introduce *CMA-ES* propagator by @DonnyDevV in https://github.com/Helmholtz-AI-Energy/propulate/pull/91 | ||
| * Introduce *particle swarm optimization* propagator by @Morridin in https://github.com/Helmholtz-AI-Energy/propulate/pull/78 | ||
| * Introduce *Nelder-Mead* propagator by @oskar-taubert in https://github.com/Helmholtz-AI-Energy/propulate/pull/125 | ||
| * Introduce *surrogate models* for early stopping of unpromising individuals by @vtotiv in https://github.com/Helmholtz-AI-Energy/propulate/pull/112 | ||
| * Provide improved example script for how to use Propulate for HPO / NAS of neural networks in `PyTorch` (see `torch_example.py`) by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/106 | ||
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| #### Maintenance | ||
| * Introduce integration tests by @oskar-taubert in https://github.com/Helmholtz-AI-Energy/propulate/pull/98 and https://github.com/Helmholtz-AI-Energy/propulate/pull/99 and https://github.com/Helmholtz-AI-Energy/propulate/pull/116 and https://github.com/Helmholtz-AI-Energy/propulate/pull/140 and @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/122 | ||
| * Enable functional pre-commit hooks by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/114 | ||
| * Improve tutorials and documentation by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/138 | ||
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| ### New Contributors | ||
| * @DonnyDevV made their first contribution in https://github.com/Helmholtz-AI-Energy/propulate/pull/91 | ||
| * @Morridin made their first contribution in https://github.com/Helmholtz-AI-Energy/propulate/pull/78 | ||
| * @vtotiv made their first contribution in https://github.com/Helmholtz-AI-Energy/propulate/pull/112 | ||
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| **Full Changelog**: https://github.com/Helmholtz-AI-Energy/propulate/compare/v1.0.1...v1.2.2 | ||
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| ## Version 1.1.0 | ||
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| ### What's Changed | ||
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| #### New Features | ||
| * Provide automatically built `Sphinx` _documentation including installation instructions, theoretical background, tutorials, and API references_ at https://propulate.readthedocs.io/ by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/71 | ||
| * Add comprehensive tutorials | ||
| * Add example script for how to use Propulate for HPO / NAS of neural networks in `PyTorch` by @oskar-taubert in https://github.com/Helmholtz-AI-Energy/propulate/pull/75 | ||
| * Iss12 - Add simple example script without islands by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/54 | ||
| * Include benchmark functions from Propulate publication by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/69 | ||
| * Introduce _separate logging_ for `Propulate` optimizer, enabling using a separate logger within the loss function for, e.g., NAS by @coquelin77 in https://github.com/Helmholtz-AI-Energy/propulate/pull/73 | ||
| * Introduce _clean and more intuitive checkpointing_ | ||
| * Iss44 - Create checkpoint path in `Pollinator` if not exists by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/51 | ||
| * Add _contribution guidelines_ by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/79 | ||
| * Add _typehints_ and clean and consistent _docstrings_ by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/64 | ||
| * Iss40 - Boundary-inclusive sampling for ordinal parameters by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/52 | ||
| * Iss46 - Introduce evaluation time as `Individual` attribute #46 by @SMEISEN in https://github.com/Helmholtz-AI-Energy/propulate/pull/47 | ||
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| #### Maintenance | ||
| * More cleaned-up, structured, and refactored code, including consistent docstrings, type hints, and meaningful names for classes and variables | ||
| * Introduce `Propulator` base class by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/74 | ||
| * Iss39 - Remove inter-island communicator by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/53 | ||
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| ### New Contributors | ||
| * @SMEISEN made their first contribution in https://github.com/Helmholtz-AI-Energy/propulate/pull/47 | ||
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| **Full Changelog**: https://github.com/Helmholtz-AI-Energy/propulate/compare/1.0.1...v1.1.0 | ||
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| ## Version 1.0.1 | ||
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| ### What's Changed | ||
| * Create first functional release by @oskar-taubert in https://github.com/Helmholtz-AI-Energy/propulate/pull/43 and https://github.com/Helmholtz-AI-Energy/propulate/pull/42 | ||
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| **Full Changelog**: https://github.com/Helmholtz-AI-Energy/propulate/compare/1.0.0...1.0.1 | ||
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| ## Version 1.0.0 | ||
| ### What's Changed | ||
| #### New Features | ||
| * Provide new `lightning` example for HPO / NAS of neural networks in `PyTorch` by @oskar-taubert in https://github.com/Helmholtz-AI-Energy/propulate/pull/25 | ||
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| #### Maintenance | ||
| * Rename `SelectBest`/`SelectWorst` to `SelectMin`/`SelectMax` by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/27 | ||
| * Rename wrapper to `islands` by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/29 | ||
| * Create user-provided checkpoint folder if not exists by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/33 | ||
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| #### Bug fixes | ||
| * Fix `rng.sample()` call for Python 3.11 by @elcorto in https://github.com/Helmholtz-AI-Energy/propulate/pull/15 | ||
| * Iss34 - Fix default propagator for ordinal-only HPO by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/37 | ||
| * Iss38 - Fix continuing from checkpoint by @mcw92 in https://github.com/Helmholtz-AI-Energy/propulate/pull/41 | ||
| * Fix checkpoint path by @oskar-taubert in https://github.com/Helmholtz-AI-Energy/propulate/pull/26 | ||
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| ### New Contributors | ||
| * @elcorto made their first contribution in https://github.com/Helmholtz-AI-Energy/propulate/pull/15 | ||
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| **Full Changelog**: https://github.com/Helmholtz-AI-Energy/propulate/commits/1.0.0 |