version 0.13.1

What's Changed

• take out a cut from the 3D sphere, LearnerND example by @basnijholt in #327
• Documentation conda environment update to latest versions by @basnijholt in #328
• Splits up documentations page into "algo+examples" and rest by @basnijholt in #330
• Add an animated logo that shows the working of Adaptive by @basnijholt in #329
• fix 'asyncio.Task.current_task' -> 'asyncio.current_task' by @basnijholt in #331
• Learner1D: return inf loss when the bounds aren't done by @basnijholt in #271
• use jupyter-sphinx instead of custom Sphinx directive by @basnijholt in #332
• pin scikit-learn to 0.24.2, because of scikit-optimize/scikit-optimize#1059 by @basnijholt in #333
• rename usage_examples -> gallery by @basnijholt in #334
• add a code example to the examples page by @basnijholt in #335
• fix tutorial about using loky.get_reusable_executor on Windows by @basnijholt in #336
• Fix NaN issue for Learner1D R -> R^n by @Davide-sd in #340

New Contributors

• @Davide-sd made their first contribution in #340

Full Changelog: v0.13.0...v0.13.1

version 0.13.0

v0.13.0 (2021-09-10)

Full Changelog

Fixed bugs:

• AverageLearner doesn't work with 0 mean #275
• call self._process_futures on canceled futures when BlockingRunner is done #320 (basnijholt)
• AverageLearner: fix zero mean #276 (basnijholt)

Closed issues:

• Runners should tell learner about remaining points at end of run #319
• Cryptic error when importing lmfit #314
• change CHANGELOG to KeepAChangelog format #306
• jupyter notebook kernels dead after running "import adaptive" #298
• Emphasis on when to use adaptive in docs #297
• GPU acceleration #296

Merged pull requests:

• Learner1D type hints and add typeguard to pytest tests #325 (basnijholt)
• AverageLearner type hints #324 (basnijholt)
• Update doc string for resolution_loss_function #323 (SultanOrazbayev)
• Update Readme to emphasise when adaptive should be used #318 (thomasaarholt)
• add to_numpy methods #317 (basnijholt)
• lazily evaluate the integrator coefficients #311 (basnijholt)
• AverageLearner1D added #283 (AlvaroGI)
• Make LearnerND pickleable #272 (basnijholt)
• add a FAQ #242 (basnijholt)

version 0.12.2

v0.12.2 (2021-03-23)

Full Changelog

Merged pull requests:

• raise an AttributeError when attribute doesn't exists, closes #314 #315 (basnijholt)

version 0.12.1

v0.12.1 (2021-03-23)

Full Changelog

Merged pull requests:

• write import differently for pypy #313 (basnijholt)

version 0.12.0

v0.12.0 (2021-03-23)

Full Changelog

Merged pull requests:

• bump to Python≥3.7 #312 (basnijholt)
• lazily evaluate the integrator coefficients #311 (basnijholt)
• add resolution_loss_function for Learner1D #310 (basnijholt)
• add "(Code) style fix or documentation update" to .github/pull_request_template.md #309 (basnijholt)
• remove the requirements from the tutorial landing page #308 (basnijholt)
• add change log to the docs #307 (basnijholt)
• remove automerge action #305 (basnijholt)

version 0.11.3

Full Changelog

Fixed bugs:

• can't pickle lru_cache function with loky #292

Closed issues:

• ProcessPoolExecutor behaviour on MacOS in interactive environment changed between Python versions #301
• Runner fails in the notebook #299

Merged pull requests:

• add pythonpublish.yml #304 (basnijholt)
• fix docs build #303 (basnijholt)
• test tox with py39 on Github Actions CI #302 (basnijholt)
• make loky a default on Windows and MacOS but not on Linux #300 (basnijholt)
• add learner1D.abs_min_log_loss #294 (basnijholt)
• bump pre-commit filter dependencies #293 (basnijholt)
• fix docs #291 (basnijholt)
• update to miniver 0.7.0 #290 (basnijholt)
• add runner.live\_plot\(\) in README example #288 (basnijholt)
• Update pre commit #287 (basnijholt)
• Use m2r2 #286 (basnijholt)
• temporarily pin scikit-learn<=0.23.1 #285 (basnijholt)
• add .zenodo.json #284 (basnijholt)
• always serialize the function using cloudpickle #281 (basnijholt)
• add a changelog #232 (jbweston)

version 0.11.2

Fix license identifier for Zenodo.

version 0.11.1

• Creates .zenodo.json
• Fixes docs building

version 0.11.0

Since 0.10.0 we fixed the following issues:

• #273 add minimum number of points parameter to AverageLearner
• #225 Error on windows: daemonic processes are not allowed to have children Runner bug
• #267 Make Runner work with unhashable points Runner enhancement
• #249 ipyparallel fails in Python 3.8 bug
• #258 Release v0.10
• #250 live_info looks is badly formatted in Jupyterlab
• #233 SKOptLearner doesn't work for multi variate domain
• #184 Time-based stop Runner enhancement
• #206 Does not work with lambda functions

and merged the following Pull requests:

• #278 prevent ImportError due to scikit-optimize and sklearn incompatibility
• #274 AverageLearner: implement min_npoints AverageLearner enhancement
• #268 make the Runner work with unhashable points Runner enhancement
• #264 make learners picklable
• #270 minimally require ipyparallel 6.2.5
• #261 fix docs build and pin pyviz_comms=0.7.2
• #263 add support for loky
• #245 Optimize circumsphere and triangulation.py

and closed

• #266 Make SequenceLearner points hashable by passing the sequence to the function.
• #169 add building of test documentation of RTD
• #262 test what happens in CI when trying to force-push

version v0.10.0

Since 0.9.0 we fixed the following issues:

• #217 Command-line tool
• #211 Defining inside main() in multiprocess will report error
• #208 Inquiry on implementation of parallelism on the cluster
• #207 PyYAML yaml.load(input) Deprecation
• #203 jupyter-sphinx update Documentation enhancement
• #199 jupyter-sphinx is pinned to non-existing branch

and merged the following Pull requests:

• #257 add instructions for installing labextensions for Jupyterlab
• #255 MNT: add vscode config directory to .gitignore
• #253 disable test of runner using distributed
• #252 color the overhead between red and green
• #251 improve the style of the live_info widget, closes #250
• #247 use tox, closes #238
• #246 add a Pull Request template
• #241 rename learner.ipynb -> example-notebook.ipynb
• #239 correct short description in setup.py
• #237 Power up pre-commit
• #235 add a section of "How to cite" Adaptive
• #234 Fix SKOptLearner for multi variate domain (issue #233)
• #229 add a time-base stopping criterion for runners
• #224 update packages in tutorial's landing page
• #222 add _RequireAttrsABCMeta and make the BaseLearner use it
• #221 2D: add triangle_loss

@akhmerov, you opted for a patch release, but we didn't put anything in stable. Since there are quite a lot of changes I think it warrants a new release. Also, we are below 1.0, so we can do anything we want 😄