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Merge pull request #794 from Epistimio/release-v0.2.2rc1
Release v0.2.2rc1
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‎.gitignore‎

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# Notebooks
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tests/**.ipynb
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# Generated doc
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docs/src/auto_examples
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docs/src/auto_tutorials
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docs/src/gen_modules

‎LICENSE‎

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Software License Agreement (BSD License)
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Copyright (c) 2017-2021, Epistímio.
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Copyright (c) 2017-2022, Epistímio.
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All rights reserved.
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Redistribution and use in source and binary forms, with or without

‎README.rst‎

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.. code-block:: bibtex
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@software{xavier_bouthillier_2021_0_2_1,
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@software{xavier_bouthillier_2022_0_2_2,
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author = {Xavier Bouthillier and
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Christos Tsirigotis and
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François Corneau-Tremblay and
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Thomas Schweizer and
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Lin Dong and
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Pierre Delaunay and
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Fabrice Normandin and
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Mirko Bronzi and
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Dendi Suhubdy and
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Reyhane Askari and
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Pascal Lamblin and
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Christopher Beckham},
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title = {{Epistimio/orion: Asynchronous Distributed Hyperparameter Optimization}},
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month = nov,
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year = 2021,
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month = feb,
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year = 2022,
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publisher = {Zenodo},
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version = {v0.2.1},
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version = {v0.2.2},
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doi = {10.5281/zenodo.3478592},
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url = {https://doi.org/10.5281/zenodo.3478592}
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}

‎ROADMAP.md‎

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# Roadmap
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Last update Nov 23rd, 2021
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Last update Feb 11th, 2022
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## Next releases - Short-Term
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### v0.2.2
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- New master process to enhance parallelisation efficiency.
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- [PBT](https://arxiv.org/abs/1711.09846)
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### v0.2.3
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- Use shared algo serialization instead of replications to enhance parallelisation efficiency.
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- [DEBH](https://arxiv.org/abs/2105.09821)
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### v0.2.4
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- [HEBO](https://github.com/huawei-noah/HEBO/tree/master/HEBO/archived_submissions/hebo)
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### v0.2.5
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- [BOHB](https://ml.informatik.uni-freiburg.de/papers/18-ICML-BOHB.pdf)
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- Integration with Hydra
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## Next releases - Mid-Term
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‎conda/meta.yaml‎

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- pytest-runner
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- appdirs
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run:
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- cloudpickle
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- dataclasses
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- python
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- numpy
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- scipy

‎docs/src/code/algo.rst‎

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Algorithm modules
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*****************
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TODO
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.. automodule:: orion.algo
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:members:
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algo/gridsearch
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algo/hyperband
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algo/asha
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algo/pbt
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algo/tpe
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algo/parallel_strategy

‎docs/src/code/algo/asha.rst‎

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Asynchronous Successive Halving Algorithm
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=========================================
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Can't build documentation because of import order.
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Sphinx is loading ``orion.algo.asha`` before ``orion.algo`` and therefore
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there is a cycle between the definition of ``BaseAlgorithm`` and
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``ASHA`` as the meta-class ``Factory`` is trying to import ``ASHA``.
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`PR #135 <https://github.com/Epistimio/orion/pull/135/files>`_ should get rid of this problem.
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.. automodule:: orion.algo.asha
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:members:

‎docs/src/code/algo/base.rst‎

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.. autoclass:: orion.algo.base.BaseAlgorithm
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‎docs/src/code/algo/parallel_strategy.rst‎

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Parallel Strategy
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=================
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.. automodule:: orion.algo.parallel_strategy
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:members:

‎docs/src/code/algo/pbt.rst‎

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Population Based Training
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=========================
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.. contents::
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:depth: 3
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:local:
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.. role:: hidden
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:class: hidden-section
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Population Based Training
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-------------------------
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.. autoclass:: orion.algo.pbt.pbt.PBT
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:members:
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LineageNode
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-----------
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.. autoclass:: orion.algo.pbt.pbt.LineageNode
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:members:
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Lineages
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--------
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.. autoclass:: orion.algo.pbt.pbt.Lineages
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:members:
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Exploit classes for Population Based Training
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---------------------------------------------
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BaseExploit
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~~~~~~~~~~~
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.. autoclass:: orion.algo.pbt.exploit.BaseExploit
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:members:
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PipelineExploit
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~~~~~~~~~~~~~~~
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.. autoclass:: orion.algo.pbt.exploit.PipelineExploit
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:members:
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TruncateExploit
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~~~~~~~~~~~~~~~
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.. autoclass:: orion.algo.pbt.exploit.TruncateExploit
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:members:
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BacktrackExploit
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~~~~~~~~~~~~~~~~
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.. autoclass:: orion.algo.pbt.exploit.BacktrackExploit
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:members:
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Explore classes for Population Based Training
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---------------------------------------------
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BaseExplore
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~~~~~~~~~~~
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.. autoclass:: orion.algo.pbt.explore.BaseExplore
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:members:
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PipelineExplore
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~~~~~~~~~~~~~~~
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.. autoclass:: orion.algo.pbt.explore.PipelineExplore
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:members:
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PerturbExplore
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~~~~~~~~~~~~~~
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.. autoclass:: orion.algo.pbt.explore.PerturbExplore
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:members:
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ResampleExplore
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~~~~~~~~~~~~~~~
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.. autoclass:: orion.algo.pbt.explore.ResampleExplore
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:members:
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