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Merge branch 'dev' into update_acq_cost
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CHANGELOG.rst

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=========
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- Add option to use additive or multiplicative adjustment in any acquisition method
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- Add `arziv`-mocking to rtd-setup
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- Add convenience method for obtaining elfi samples as `InferenceData`` to be used with `arviz`
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- Improve `randmaxvar` batch acquisitions and initialisation by enabling sampling from prior
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- Drop official Python support for 3.7 and 3.8 as GPy is not officially supported for these versions

docs/conf.py

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'scipy.sparse', 'scipy.special', 'matplotlib.pyplot', 'numpy.random', 'networkx',
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'ipyparallel', 'numpy.lib', 'numpy.lib.format', 'sklearn.linear_model',
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'sklearn.pipeline', 'sklearn.preprocessing', 'numdifftools', 'GPy.kern', 'GPy.models',
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'sklearn.covariance', 'sklearn.exceptions'
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'sklearn.covariance', 'sklearn.exceptions', 'arviz'
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]
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sys.modules.update((mod_name, Mock()) for mod_name in MOCK_MODULES)
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