Adaptive

- Allow to periodically save with any function [\362](https://github.com/python-adaptive/adaptive/pull/362) ([basnijholt](https://github.com/basnijholt))
- Update pre-commit versions [\359](https://github.com/python-adaptive/adaptive/pull/359) ([basnijholt](https://github.com/basnijholt))
- Add getting learner's data as pandas.DataFrame; add learner.to\_dataframe method [\358](https://github.com/python-adaptive/adaptive/pull/358) ([basnijholt](https://github.com/basnijholt))
- Add transparent logo in WebM format \(for dark mode\) [\356](https://github.com/python-adaptive/adaptive/pull/356) ([basnijholt](https://github.com/basnijholt))
- Docs in Markdown with Myst and change tutorials to Jupytext notebooks [\355](https://github.com/python-adaptive/adaptive/pull/355) ([basnijholt](https://github.com/basnijholt))
- Remove scipy deprecation warnings [\354](https://github.com/python-adaptive/adaptive/pull/354) ([eendebakpt](https://github.com/eendebakpt))
- Replacing atomicwrites with os.write [\353](https://github.com/python-adaptive/adaptive/pull/353) ([juandaanieel](https://github.com/juandaanieel))
- Fix class name issue with modern versions of dask.distributed [\351](https://github.com/python-adaptive/adaptive/pull/351) ([maiani](https://github.com/maiani))

[v0.13.2](https://github.com/python-adaptive/adaptive/tree/v0.13.2) (2022-05-31)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.13.1...v0.13.2)

**Closed issues:**

- Incompatibility of adaptive \(asyncio\) with python=3.10 [\344](https://github.com/python-adaptive/adaptive/issues/344)
- Question: plot\_trisurf \(matplotlib\) directly from qhull [\343](https://github.com/python-adaptive/adaptive/issues/343)
- Allow to choose colormap in learner2D.plot\(\) [\342](https://github.com/python-adaptive/adaptive/issues/342)
- Warning when importing adaptive [\321](https://github.com/python-adaptive/adaptive/issues/321)

**Merged pull requests:**

- Run seperate typeguard job \(because it is much slower\) [\350](https://github.com/python-adaptive/adaptive/pull/350) ([basnijholt](https://github.com/basnijholt))
- Skip ipyparallel test on MacOS [\349](https://github.com/python-adaptive/adaptive/pull/349) ([basnijholt](https://github.com/basnijholt))
- set loop to None in Python 3.10 [\348](https://github.com/python-adaptive/adaptive/pull/348) ([basnijholt](https://github.com/basnijholt))
- Switch from Tox to Nox [\347](https://github.com/python-adaptive/adaptive/pull/347) ([basnijholt](https://github.com/basnijholt))
- use 'from \_\_future\_\_ import annotations' [\346](https://github.com/python-adaptive/adaptive/pull/346) ([basnijholt](https://github.com/basnijholt))
- Update pre-commit filters versions [\345](https://github.com/python-adaptive/adaptive/pull/345) ([basnijholt](https://github.com/basnijholt))

[v0.13.1](https://github.com/python-adaptive/adaptive/tree/v0.13.1) (2021-12-13)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.13.0...v0.13.1)

**Implemented enhancements:**

- Splits up documentations page into "algo+examples" and rest [\330](https://github.com/python-adaptive/adaptive/pull/330) ([basnijholt](https://github.com/basnijholt))

**Fixed bugs:**

- fix 'asyncio.Task.current\_task' -\> 'asyncio.current\_task' [\331](https://github.com/python-adaptive/adaptive/pull/331) ([basnijholt](https://github.com/basnijholt))

**Closed issues:**

- Learner1D R -\> R^n - Infinite loop [\339](https://github.com/python-adaptive/adaptive/issues/339)
- Wrong sign for right boundary with Sympy [\338](https://github.com/python-adaptive/adaptive/issues/338)

**Merged pull requests:**

- Fix NaN issue for Learner1D R -\> R^n [\340](https://github.com/python-adaptive/adaptive/pull/340) ([Davide-sd](https://github.com/Davide-sd))
- fix tutorial about using loky.get\_reusable\_executor on Windows [\336](https://github.com/python-adaptive/adaptive/pull/336) ([basnijholt](https://github.com/basnijholt))
- add a code example to the examples page [\335](https://github.com/python-adaptive/adaptive/pull/335) ([basnijholt](https://github.com/basnijholt))
- rename usage\_examples -\> gallery [\334](https://github.com/python-adaptive/adaptive/pull/334) ([basnijholt](https://github.com/basnijholt))
- pin scikit-learn to 0.24.2, because of https://github.com/scikit-optimize/scikit-optimize/issues/1059 [\#333](https://github.com/python-adaptive/adaptive/pull/333) ([basnijholt](https://github.com/basnijholt))
- use jupyter-sphinx instead of custom Sphinx directive [\332](https://github.com/python-adaptive/adaptive/pull/332) ([basnijholt](https://github.com/basnijholt))
- Add an animated logo that shows the working of Adaptive [\329](https://github.com/python-adaptive/adaptive/pull/329) ([basnijholt](https://github.com/basnijholt))
- Documentation conda environment update to latest versions [\328](https://github.com/python-adaptive/adaptive/pull/328) ([basnijholt](https://github.com/basnijholt))
- take out a cut from the 3D sphere, LearnerND example [\327](https://github.com/python-adaptive/adaptive/pull/327) ([basnijholt](https://github.com/basnijholt))
- Learner1D: return inf loss when the bounds aren't done [\271](https://github.com/python-adaptive/adaptive/pull/271) ([basnijholt](https://github.com/basnijholt))

[v0.13.0](https://github.com/python-adaptive/adaptive/tree/v0.13.0) (2021-09-10)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.12.2...v0.13.0)

**Fixed bugs:**

- AverageLearner doesn't work with 0 mean [\275](https://github.com/python-adaptive/adaptive/issues/275)
- call self.\_process\_futures on canceled futures when BlockingRunner is done [\320](https://github.com/python-adaptive/adaptive/pull/320) ([basnijholt](https://github.com/basnijholt))
- AverageLearner: fix zero mean [\276](https://github.com/python-adaptive/adaptive/pull/276) ([basnijholt](https://github.com/basnijholt))

**Closed issues:**

- Runners should tell learner about remaining points at end of run [\319](https://github.com/python-adaptive/adaptive/issues/319)
- Cryptic error when importing lmfit [\314](https://github.com/python-adaptive/adaptive/issues/314)
- change CHANGELOG to KeepAChangelog format [\306](https://github.com/python-adaptive/adaptive/issues/306)
- jupyter notebook kernels dead after running "import adaptive" [\298](https://github.com/python-adaptive/adaptive/issues/298)
- Emphasis on when to use adaptive in docs [\297](https://github.com/python-adaptive/adaptive/issues/297)
- GPU acceleration [\296](https://github.com/python-adaptive/adaptive/issues/296)

**Merged pull requests:**

- Learner1D type hints and add typeguard to pytest tests [\325](https://github.com/python-adaptive/adaptive/pull/325) ([basnijholt](https://github.com/basnijholt))
- AverageLearner type hints [\324](https://github.com/python-adaptive/adaptive/pull/324) ([basnijholt](https://github.com/basnijholt))
- Update doc string for resolution\_loss\_function [\323](https://github.com/python-adaptive/adaptive/pull/323) ([SultanOrazbayev](https://github.com/SultanOrazbayev))
- Update Readme to emphasise when adaptive should be used [\318](https://github.com/python-adaptive/adaptive/pull/318) ([thomasaarholt](https://github.com/thomasaarholt))
- add to\_numpy methods [\317](https://github.com/python-adaptive/adaptive/pull/317) ([basnijholt](https://github.com/basnijholt))
- AverageLearner1D added [\283](https://github.com/python-adaptive/adaptive/pull/283) ([AlvaroGI](https://github.com/AlvaroGI))
- Make LearnerND pickleable [\272](https://github.com/python-adaptive/adaptive/pull/272) ([basnijholt](https://github.com/basnijholt))
- add a FAQ [\242](https://github.com/python-adaptive/adaptive/pull/242) ([basnijholt](https://github.com/basnijholt))

[v0.12.2](https://github.com/python-adaptive/adaptive/tree/v0.12.2) (2021-03-23)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.12.1...v0.12.2)

**Merged pull requests:**

- raise an AttributeError when attribute doesn't exists, closes \314 [\315](https://github.com/python-adaptive/adaptive/pull/315) ([basnijholt](https://github.com/basnijholt))

[v0.12.1](https://github.com/python-adaptive/adaptive/tree/v0.12.1) (2021-03-23)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.12.0...v0.12.1)

**Merged pull requests:**

- write import differently for pypy [\313](https://github.com/python-adaptive/adaptive/pull/313) ([basnijholt](https://github.com/basnijholt))

[v0.12.0](https://github.com/python-adaptive/adaptive/tree/v0.12.0) (2021-03-23)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.11.3...v0.12.0)

**Merged pull requests:**

- bump to Python≥3.7 [\312](https://github.com/python-adaptive/adaptive/pull/312) ([basnijholt](https://github.com/basnijholt))
- lazily evaluate the integrator coefficients [\311](https://github.com/python-adaptive/adaptive/pull/311) ([basnijholt](https://github.com/basnijholt))
- add resolution\_loss\_function for Learner1D [\310](https://github.com/python-adaptive/adaptive/pull/310) ([basnijholt](https://github.com/basnijholt))
- add "\(Code\) style fix or documentation update" to .github/pull\_request\_template.md [\309](https://github.com/python-adaptive/adaptive/pull/309) ([basnijholt](https://github.com/basnijholt))
- remove the requirements from the tutorial landing page [\308](https://github.com/python-adaptive/adaptive/pull/308) ([basnijholt](https://github.com/basnijholt))
- add change log to the docs [\307](https://github.com/python-adaptive/adaptive/pull/307) ([basnijholt](https://github.com/basnijholt))
- remove automerge action [\305](https://github.com/python-adaptive/adaptive/pull/305) ([basnijholt](https://github.com/basnijholt))

[v0.11.3](https://github.com/python-adaptive/adaptive/tree/v0.11.3) (2021-03-07)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.11.2...v0.11.3)

**Fixed bugs:**

- ProcessPoolExecutor behaviour on MacOS in interactive environment changed between Python versions [\301](https://github.com/python-adaptive/adaptive/issues/301)
- can't pickle lru\_cache function with loky [\292](https://github.com/python-adaptive/adaptive/issues/292)

**Closed issues:**

- Runner fails in the notebook [\299](https://github.com/python-adaptive/adaptive/issues/299)

**Merged pull requests:**

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

[v0.11.2](https://github.com/python-adaptive/adaptive/tree/v0.11.2) (2020-08-07)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.11.1...v0.11.2)

[v0.11.1](https://github.com/python-adaptive/adaptive/tree/v0.11.1) (2020-08-07)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.12.0-dev...v0.11.1)

**Closed issues:**

[v0.12.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.12.0-dev) (2020-05-20)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.11.0...v0.12.0-dev)

[v0.11.0](https://github.com/python-adaptive/adaptive/tree/v0.11.0) (2020-05-20)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.11.0-dev...v0.11.0)

**Implemented enhancements:**

- Make Runner work with unhashable points [\267](https://github.com/python-adaptive/adaptive/issues/267)
- AverageLearner: implement min\_npoints [\274](https://github.com/python-adaptive/adaptive/pull/274) ([basnijholt](https://github.com/basnijholt))
- make the Runner work with unhashable points [\268](https://github.com/python-adaptive/adaptive/pull/268) ([basnijholt](https://github.com/basnijholt))
- make learners picklable [\264](https://github.com/python-adaptive/adaptive/pull/264) ([basnijholt](https://github.com/basnijholt))
- add support for loky [\263](https://github.com/python-adaptive/adaptive/pull/263) ([basnijholt](https://github.com/basnijholt))
- use \_\_name\_\_ == "\_\_main\_\_" for the MPIPoolExecutor [\260](https://github.com/python-adaptive/adaptive/pull/260) ([basnijholt](https://github.com/basnijholt))

**Fixed bugs:**

- ipyparallel fails in Python 3.8 [\249](https://github.com/python-adaptive/adaptive/issues/249)
- Error on windows: daemonic processes are not allowed to have children [\225](https://github.com/python-adaptive/adaptive/issues/225)
- prevent ImportError due to scikit-optimize and sklearn incompatibility [\278](https://github.com/python-adaptive/adaptive/pull/278) ([basnijholt](https://github.com/basnijholt))

**Closed issues:**

- add minimum number of points parameter to AverageLearner [\273](https://github.com/python-adaptive/adaptive/issues/273)

**Merged pull requests:**

- minimally require ipyparallel 6.2.5 [\270](https://github.com/python-adaptive/adaptive/pull/270) ([basnijholt](https://github.com/basnijholt))
- fix docs build and pin pyviz\_comms=0.7.2 [\261](https://github.com/python-adaptive/adaptive/pull/261) ([basnijholt](https://github.com/basnijholt))

[v0.11.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.11.0-dev) (2020-01-16)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.10.0...v0.11.0-dev)

[v0.10.0](https://github.com/python-adaptive/adaptive/tree/v0.10.0) (2020-01-15)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.10.0-dev...v0.10.0)

**Implemented enhancements:**

- use tox for testing [\238](https://github.com/python-adaptive/adaptive/issues/238)
- Time-based stop [\184](https://github.com/python-adaptive/adaptive/issues/184)
- add a FAQ [\158](https://github.com/python-adaptive/adaptive/issues/158)

**Fixed bugs:**

- live\_info looks is badly formatted in Jupyterlab [\250](https://github.com/python-adaptive/adaptive/issues/250)
- SKOptLearner doesn't work for multi variate domain [\233](https://github.com/python-adaptive/adaptive/issues/233)
- Does not work with lambda functions [\206](https://github.com/python-adaptive/adaptive/issues/206)

**Merged pull requests:**

- add instructions for installing labextensions for Jupyterlab [\257](https://github.com/python-adaptive/adaptive/pull/257) ([basnijholt](https://github.com/basnijholt))
- MNT: add vscode config directory to .gitignore [\255](https://github.com/python-adaptive/adaptive/pull/255) ([tacaswell](https://github.com/tacaswell))
- disable test of runner using distributed [\253](https://github.com/python-adaptive/adaptive/pull/253) ([basnijholt](https://github.com/basnijholt))
- color the overhead between red and green [\252](https://github.com/python-adaptive/adaptive/pull/252) ([basnijholt](https://github.com/basnijholt))
- improve the style of the live\_info widget, closes \250 [\251](https://github.com/python-adaptive/adaptive/pull/251) ([basnijholt](https://github.com/basnijholt))
- use tox, closes \238 [\247](https://github.com/python-adaptive/adaptive/pull/247) ([basnijholt](https://github.com/basnijholt))
- add a Pull Request template [\246](https://github.com/python-adaptive/adaptive/pull/246) ([basnijholt](https://github.com/basnijholt))
- rename learner.ipynb -\> example-notebook.ipynb [\241](https://github.com/python-adaptive/adaptive/pull/241) ([basnijholt](https://github.com/basnijholt))
- correct short description in setup.py [\239](https://github.com/python-adaptive/adaptive/pull/239) ([jbweston](https://github.com/jbweston))
- Power up pre-commit [\237](https://github.com/python-adaptive/adaptive/pull/237) ([basnijholt](https://github.com/basnijholt))
- add a section of "How to cite" Adaptive [\235](https://github.com/python-adaptive/adaptive/pull/235) ([basnijholt](https://github.com/basnijholt))
- Fix SKOptLearner for multi variate domain \(issue \233\) [\234](https://github.com/python-adaptive/adaptive/pull/234) ([caenrigen](https://github.com/caenrigen))
- add a time-base stopping criterion for runners [\229](https://github.com/python-adaptive/adaptive/pull/229) ([jbweston](https://github.com/jbweston))
- update packages in tutorial's landing page [\224](https://github.com/python-adaptive/adaptive/pull/224) ([basnijholt](https://github.com/basnijholt))
- add \_RequireAttrsABCMeta and make the BaseLearner use it [\222](https://github.com/python-adaptive/adaptive/pull/222) ([basnijholt](https://github.com/basnijholt))
- 2D: add triangle\_loss [\221](https://github.com/python-adaptive/adaptive/pull/221) ([basnijholt](https://github.com/basnijholt))
- 2D: add interpolated\_on\_grid method [\216](https://github.com/python-adaptive/adaptive/pull/216) ([basnijholt](https://github.com/basnijholt))
- WIP: raise an error when using a lambda and default executor [\210](https://github.com/python-adaptive/adaptive/pull/210) ([basnijholt](https://github.com/basnijholt))

[v0.10.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.10.0-dev) (2019-10-07)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.9.0...v0.10.0-dev)

**Closed issues:**

- Command-line tool [\217](https://github.com/python-adaptive/adaptive/issues/217)

[v0.9.0](https://github.com/python-adaptive/adaptive/tree/v0.9.0) (2019-09-23)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.8.1...v0.9.0)

**Implemented enhancements:**

- jupyter-sphinx update [\203](https://github.com/python-adaptive/adaptive/issues/203)

**Closed issues:**

- jupyter-sphinx is pinned to non-existing branch [\199](https://github.com/python-adaptive/adaptive/issues/199)

**Merged pull requests:**

- pass value\_scale to the LearnerND's loss\_per\_simplex function [\219](https://github.com/python-adaptive/adaptive/pull/219) ([basnijholt](https://github.com/basnijholt))
- add scatter\_or\_line argument to Learner1D.plot [\215](https://github.com/python-adaptive/adaptive/pull/215) ([basnijholt](https://github.com/basnijholt))
- remove MPI4PY\_MAX\_WORKERS where it's not used [\209](https://github.com/python-adaptive/adaptive/pull/209) ([basnijholt](https://github.com/basnijholt))
- use jupyter\_sphinx v0.2.0 from conda instead of my branch [\204](https://github.com/python-adaptive/adaptive/pull/204) ([basnijholt](https://github.com/basnijholt))
- Authors [\202](https://github.com/python-adaptive/adaptive/pull/202) ([basnijholt](https://github.com/basnijholt))
- Update tutorial.parallelism.rst [\201](https://github.com/python-adaptive/adaptive/pull/201) ([aeantipov](https://github.com/aeantipov))
- ensure atomic writes when saving a file [\200](https://github.com/python-adaptive/adaptive/pull/200) ([basnijholt](https://github.com/basnijholt))
- don't treat the no data case differently in the Learner1D [\195](https://github.com/python-adaptive/adaptive/pull/195) ([basnijholt](https://github.com/basnijholt))
- pin everything in the docs/environment.yml file [\194](https://github.com/python-adaptive/adaptive/pull/194) ([basnijholt](https://github.com/basnijholt))
- Add a SequenceLearner [\193](https://github.com/python-adaptive/adaptive/pull/193) ([basnijholt](https://github.com/basnijholt))
- Use black for code formatting [\191](https://github.com/python-adaptive/adaptive/pull/191) ([basnijholt](https://github.com/basnijholt))
- BalancingLearner: add a "cycle" strategy, sampling the learners one by one [\188](https://github.com/python-adaptive/adaptive/pull/188) ([basnijholt](https://github.com/basnijholt))

[v0.8.1](https://github.com/python-adaptive/adaptive/tree/v0.8.1) (2019-05-07)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.9.0-dev...v0.8.1)

**Closed issues:**

[v0.9.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.9.0-dev) (2019-05-07)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.8.0...v0.9.0-dev)

[v0.8.0](https://github.com/python-adaptive/adaptive/tree/v0.8.0) (2019-05-07)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.7.6...v0.8.0)

**Implemented enhancements:**

- set python\_requires in setup.py [\179](https://github.com/python-adaptive/adaptive/issues/179)

**Fixed bugs:**

- Learner2D.plot\(\) returns NaN [\181](https://github.com/python-adaptive/adaptive/issues/181)
- Runner errors for Python 3.7 when done [\156](https://github.com/python-adaptive/adaptive/issues/156)
- 2D: do not return points outside the bounds, closes \181 [\182](https://github.com/python-adaptive/adaptive/pull/182) ([basnijholt](https://github.com/basnijholt))

**Closed issues:**

- default loss of LearnerND changed? [\171](https://github.com/python-adaptive/adaptive/issues/171)
- Add a page to the documentation of papers where adaptive is used [\163](https://github.com/python-adaptive/adaptive/issues/163)

**Merged pull requests:**

- add support for mpi4py [\190](https://github.com/python-adaptive/adaptive/pull/190) ([basnijholt](https://github.com/basnijholt))
- use pytest rather than py.test [\189](https://github.com/python-adaptive/adaptive/pull/189) ([basnijholt](https://github.com/basnijholt))
- renormalize the plots value axis on every update [\186](https://github.com/python-adaptive/adaptive/pull/186) ([basnijholt](https://github.com/basnijholt))
- use setup\(..., python\_requires='\>=3.6'\), closes \179 [\180](https://github.com/python-adaptive/adaptive/pull/180) ([basnijholt](https://github.com/basnijholt))
- use the repo code in docs execute [\177](https://github.com/python-adaptive/adaptive/pull/177) ([basnijholt](https://github.com/basnijholt))
- do not inline the HoloViews JS [\176](https://github.com/python-adaptive/adaptive/pull/176) ([basnijholt](https://github.com/basnijholt))
- add a gallery page of Adaptive uses in scientific works [\174](https://github.com/python-adaptive/adaptive/pull/174) ([basnijholt](https://github.com/basnijholt))
- LearnerND: change the required loss to 1e-3 because the loss definition changed [\172](https://github.com/python-adaptive/adaptive/pull/172) ([basnijholt](https://github.com/basnijholt))
- Add logo to the documentation [\170](https://github.com/python-adaptive/adaptive/pull/170) ([basnijholt](https://github.com/basnijholt))
- import Iterable and Sized from collections.abc [\161](https://github.com/python-adaptive/adaptive/pull/161) ([basnijholt](https://github.com/basnijholt))
- invoke conda directly in CI [\153](https://github.com/python-adaptive/adaptive/pull/153) ([basnijholt](https://github.com/basnijholt))
- change urls from GitLab to GitHub [\146](https://github.com/python-adaptive/adaptive/pull/146) ([basnijholt](https://github.com/basnijholt))

[v0.7.6](https://github.com/python-adaptive/adaptive/tree/v0.7.6) (2019-03-21)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.7.5...v0.7.6)

**Fixed bugs:**

- live\_plot broken with latest holoviews and bokeh [\166](https://github.com/python-adaptive/adaptive/issues/166)

**Merged pull requests:**

- do not force shutdown the executor in the cleanup [\164](https://github.com/python-adaptive/adaptive/pull/164) ([basnijholt](https://github.com/basnijholt))

[v0.7.5](https://github.com/python-adaptive/adaptive/tree/v0.7.5) (2019-03-19)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.7.4...v0.7.5)

**Fixed bugs:**

- BalancingLearner puts all points in the first child-learner when asking for points with no data present [\159](https://github.com/python-adaptive/adaptive/issues/159)

**Merged pull requests:**

- fix live\_plot [\167](https://github.com/python-adaptive/adaptive/pull/167) ([basnijholt](https://github.com/basnijholt))

[v0.7.4](https://github.com/python-adaptive/adaptive/tree/v0.7.4) (2019-02-15)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.7.3...v0.7.4)

**Fixed bugs:**

- Loading data file with no data results in an error for the BalancingLearner [\148](https://github.com/python-adaptive/adaptive/issues/148)
- Returning np.nan breaks the 1D learner [\145](https://github.com/python-adaptive/adaptive/issues/145)
- fix bug in curvature\_loss [\152](https://github.com/python-adaptive/adaptive/pull/152) ([basnijholt](https://github.com/basnijholt))

**Merged pull requests:**

- handle NaN losses and add a test, closes \145 [\151](https://github.com/python-adaptive/adaptive/pull/151) ([basnijholt](https://github.com/basnijholt))
- handle empty data files when loading, closes \148 [\149](https://github.com/python-adaptive/adaptive/pull/149) ([basnijholt](https://github.com/basnijholt))

[v0.7.3](https://github.com/python-adaptive/adaptive/tree/v0.7.3) (2019-01-29)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.7.2...v0.7.3)

**Implemented enhancements:**

- Add a sequential executor [\138](https://github.com/python-adaptive/adaptive/issues/138)
- Add tests for 1D interpolator learner [\136](https://github.com/python-adaptive/adaptive/issues/136)
- Add integration learner [\135](https://github.com/python-adaptive/adaptive/issues/135)
- Make the runner work with `asyncio` and inside Jupyter notebooks [\133](https://github.com/python-adaptive/adaptive/issues/133)
- Add module for notebook integration and shortcuts for common executors [\132](https://github.com/python-adaptive/adaptive/issues/132)
- Add homogeneous sampling learner [\131](https://github.com/python-adaptive/adaptive/issues/131)
- Add a "balancing" learner [\130](https://github.com/python-adaptive/adaptive/issues/130)
- Implement 2D and 3D learners [\129](https://github.com/python-adaptive/adaptive/issues/129)
- Add a 0D averaging learner [\128](https://github.com/python-adaptive/adaptive/issues/128)
- Write `interpolate` for the 1D learner such that it is more efficient [\126](https://github.com/python-adaptive/adaptive/issues/126)
- Gracefully handle exceptions when evaluating the function to be learned [\125](https://github.com/python-adaptive/adaptive/issues/125)
- Allow BalancingLearner to return arbitrary number of points from 'choose\_points' [\124](https://github.com/python-adaptive/adaptive/issues/124)
- Increase the default refresh rate for 'live\_plot' [\120](https://github.com/python-adaptive/adaptive/issues/120)
- remove default number of points to choose in `choose\_points` [\118](https://github.com/python-adaptive/adaptive/issues/118)
- Consider using Gaussian process optimization as a learner [\115](https://github.com/python-adaptive/adaptive/issues/115)
- Make `distributed.Client` work with automatic scaling of the cluster [\104](https://github.com/python-adaptive/adaptive/issues/104)
- Improve plotting for learners [\83](https://github.com/python-adaptive/adaptive/issues/83)
- \(refactor\) learner.tell\(x, None\) might be renamed to learner.tell\_pending\(x\) [\73](https://github.com/python-adaptive/adaptive/issues/73)
- \(feature\) make interactive plots for learnerND plot\_slice method [\64](https://github.com/python-adaptive/adaptive/issues/64)
- \(LearnerND\) make default loss function better [\63](https://github.com/python-adaptive/adaptive/issues/63)
- allow for N-d output [\60](https://github.com/python-adaptive/adaptive/issues/60)
- add cross-section plot [\58](https://github.com/python-adaptive/adaptive/issues/58)
- \(BalancingLearner\) make new balancinglearner that looks at the total loss rather than loss improvement [\36](https://github.com/python-adaptive/adaptive/issues/36)
- \(LearnerND\) allow any convex hull as domain [\25](https://github.com/python-adaptive/adaptive/issues/25)
- \(Learner1D\) add possibility to use the direct neighbors in the loss [\20](https://github.com/python-adaptive/adaptive/issues/20)

**Fixed bugs:**

- Distinguish actual loss and estimated loss [\139](https://github.com/python-adaptive/adaptive/issues/139)
- Set the bounds in a smarter way [\127](https://github.com/python-adaptive/adaptive/issues/127)
- some points get cluttered [\86](https://github.com/python-adaptive/adaptive/issues/86)
- 2D learner specifies a 1D point causing 2D learner to fail [\81](https://github.com/python-adaptive/adaptive/issues/81)
- Method 'Learner.tell' is ambiguous [\80](https://github.com/python-adaptive/adaptive/issues/80)
- Learner1D fails with extremely narrow features [\78](https://github.com/python-adaptive/adaptive/issues/78)
- AverageLearner math domain error [\77](https://github.com/python-adaptive/adaptive/issues/77)
- \(LearnerND\) scale y-values [\61](https://github.com/python-adaptive/adaptive/issues/61)
- Learner1D breaks if right bound is added before the left bound [\45](https://github.com/python-adaptive/adaptive/issues/45)
- Learner1D's bound check algo in self.ask doesn't take self.data or self.pending\_points [\44](https://github.com/python-adaptive/adaptive/issues/44)
- Learner1D fails when function returns a list instead of a numpy.array [\43](https://github.com/python-adaptive/adaptive/issues/43)
- Learner1D fails when a point \(x, None\) is added when x already exists [\42](https://github.com/python-adaptive/adaptive/issues/42)
- Learner1D.ask breaks when adding points in some order [\41](https://github.com/python-adaptive/adaptive/issues/41)
- Learner1D doesn't correctly set the interpolated loss when a point is added [\40](https://github.com/python-adaptive/adaptive/issues/40)
- Learner1D could in some situations return -inf as loss improvement, which would make balancinglearner never choose to improve [\35](https://github.com/python-adaptive/adaptive/issues/35)
- LearnerND fails for BalancingLearner test [\34](https://github.com/python-adaptive/adaptive/issues/34)
- Learner2D suggests same point twice [\30](https://github.com/python-adaptive/adaptive/issues/30)
- \(LearnerND\) if you stop the runner, and then try to continue, it fails. [\23](https://github.com/python-adaptive/adaptive/issues/23)

**Closed issues:**

- Add Authors file and review license [\137](https://github.com/python-adaptive/adaptive/issues/137)
- make the runner request points until it's using all cores [\123](https://github.com/python-adaptive/adaptive/issues/123)
- Remove \_choose\_points [\121](https://github.com/python-adaptive/adaptive/issues/121)
- Fix extremely long kernel restart times [\119](https://github.com/python-adaptive/adaptive/issues/119)
- live plotting: add a universal visual cue that the goal is achieved. [\117](https://github.com/python-adaptive/adaptive/issues/117)
- ipyparallel shouldn't be a dependency [\114](https://github.com/python-adaptive/adaptive/issues/114)
- adaptive fails to discover features [\113](https://github.com/python-adaptive/adaptive/issues/113)
- add tests for 2D learner [\111](https://github.com/python-adaptive/adaptive/issues/111)
- DataSaver doesn't work with the BalancingLearner [\110](https://github.com/python-adaptive/adaptive/issues/110)
- deleted issue [\108](https://github.com/python-adaptive/adaptive/issues/108)
- removing optional dependencies [\106](https://github.com/python-adaptive/adaptive/issues/106)
- Improve ipython event loop integration [\105](https://github.com/python-adaptive/adaptive/issues/105)
- Use holoviews.TriMesh when it makes it to a release [\103](https://github.com/python-adaptive/adaptive/issues/103)
- save live plots into internal datastructure [\101](https://github.com/python-adaptive/adaptive/issues/101)
- To-dos before making the repo public [\100](https://github.com/python-adaptive/adaptive/issues/100)
- set the correct loss\_improvement for the AverageLearner [\95](https://github.com/python-adaptive/adaptive/issues/95)
- Ensure a minimum resolution [\92](https://github.com/python-adaptive/adaptive/issues/92)
- change the error message in runner [\91](https://github.com/python-adaptive/adaptive/issues/91)
- The ProcessPoolExecutor doesn't work on Windows [\90](https://github.com/python-adaptive/adaptive/issues/90)
- 1D and 2D learner: stop interpolating function instead of the loss [\87](https://github.com/python-adaptive/adaptive/issues/87)
- Discontinuities in zero should be detected and be approximated with some margin [\85](https://github.com/python-adaptive/adaptive/issues/85)
- \(minor bug\) learner.choose\_points gives wrong number of points in one very particular case [\84](https://github.com/python-adaptive/adaptive/issues/84)
- 2D: if boundary point fails it will never be re-evaluated ... [\82](https://github.com/python-adaptive/adaptive/issues/82)
- Learner2D + BalancingLearner too slow to use on many cores [\79](https://github.com/python-adaptive/adaptive/issues/79)
- BalancingLearner.from\_product doesn't work with the DataSaver [\74](https://github.com/python-adaptive/adaptive/issues/74)
- Follow-up from "WIP: Add LearnerND that does not interpolate the values of pending points" [\70](https://github.com/python-adaptive/adaptive/issues/70)
- \(triangulation\) make method for finding initial simplex part of the triangulation class [\68](https://github.com/python-adaptive/adaptive/issues/68)
- \(refactor\) LearnerND.\_ask can be refactored to be so much more readable [\67](https://github.com/python-adaptive/adaptive/issues/67)
- \(LearnerND\) make choose point in simplex better [\62](https://github.com/python-adaptive/adaptive/issues/62)
- Make learnerND datastructures immutable where possible [\54](https://github.com/python-adaptive/adaptive/issues/54)
- Rename LearnerND to TriangulatingLearner [\51](https://github.com/python-adaptive/adaptive/issues/51)
- tell\_many method [\49](https://github.com/python-adaptive/adaptive/issues/49)
- Set up documentation [\48](https://github.com/python-adaptive/adaptive/issues/48)
- DeprecationWarning: sorted\_dict.iloc is deprecated. Use SortedDict.keys\(\) instead. [\47](https://github.com/python-adaptive/adaptive/issues/47)
- The example given in data\_saver.py doesn't compile. [\46](https://github.com/python-adaptive/adaptive/issues/46)
- What should learners do when fed the same point twice [\39](https://github.com/python-adaptive/adaptive/issues/39)
- How should learners handle data that is outside of the domain [\38](https://github.com/python-adaptive/adaptive/issues/38)
- No tests for the 'BalancingLearner' [\37](https://github.com/python-adaptive/adaptive/issues/37)

- \(Learner1D\) improve time complexity [\13](https://github.com/python-adaptive/adaptive/issues/13)
- Typo in documentation for` adaptive.learner.learner2D.uniform\_loss\(ip\)` [\12](https://github.com/python-adaptive/adaptive/issues/12)
- \(LearnerND\) fix plotting of scaled domains [\11](https://github.com/python-adaptive/adaptive/issues/11)
- suggested points lie outside of domain [\7](https://github.com/python-adaptive/adaptive/issues/7)
- DEVELOPMENT IS ON GITLAB: https://gitlab.kwant-project.org/qt/adaptive [\#5](https://github.com/python-adaptive/adaptive/issues/5)

**Merged pull requests:**

- fix \_get\_data for the BalancingLearner [\150](https://github.com/python-adaptive/adaptive/pull/150) ([basnijholt](https://github.com/basnijholt))

[v0.7.2](https://github.com/python-adaptive/adaptive/tree/v0.7.2) (2018-12-17)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.7.1...v0.7.2)

[v0.7.1](https://github.com/python-adaptive/adaptive/tree/v0.7.1) (2018-12-17)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.8.0-dev...v0.7.1)

[v0.8.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.8.0-dev) (2018-12-07)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.7.0...v0.8.0-dev)

[v0.7.0](https://github.com/python-adaptive/adaptive/tree/v0.7.0) (2018-12-07)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.7.0-dev...v0.7.0)

**Closed issues:**

- gif in the README [\1](https://github.com/python-adaptive/adaptive/issues/1)

[v0.7.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.7.0-dev) (2018-10-09)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.6.0...v0.7.0-dev)

[v0.6.0](https://github.com/python-adaptive/adaptive/tree/v0.6.0) (2018-10-01)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.5.0...v0.6.0)

[v0.5.0](https://github.com/python-adaptive/adaptive/tree/v0.5.0) (2018-08-20)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.4.1...v0.5.0)

**Closed issues:**

- Issue using distributed [\3](https://github.com/python-adaptive/adaptive/issues/3)

[v0.4.1](https://github.com/python-adaptive/adaptive/tree/v0.4.1) (2018-05-28)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.5.0-dev...v0.4.1)

[v0.5.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.5.0-dev) (2018-05-24)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.4.0...v0.5.0-dev)

[v0.4.0](https://github.com/python-adaptive/adaptive/tree/v0.4.0) (2018-05-24)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.4.0-dev...v0.4.0)

[v0.4.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.4.0-dev) (2018-04-12)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.3.0...v0.4.0-dev)

[v0.3.0](https://github.com/python-adaptive/adaptive/tree/v0.3.0) (2018-03-28)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.2.1...v0.3.0)

[v0.2.1](https://github.com/python-adaptive/adaptive/tree/v0.2.1) (2018-03-03)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.3.0-dev...v0.2.1)

[v0.3.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.3.0-dev) (2018-02-23)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.2.0...v0.3.0-dev)

[v0.2.0](https://github.com/python-adaptive/adaptive/tree/v0.2.0) (2018-02-23)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.2.0-dev...v0.2.0)

[v0.2.0-dev](https://github.com/python-adaptive/adaptive/tree/v0.2.0-dev) (2018-02-21)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/v0.1.0...v0.2.0-dev)

[v0.1.0](https://github.com/python-adaptive/adaptive/tree/v0.1.0) (2018-02-21)

[Full Changelog](https://github.com/python-adaptive/adaptive/compare/03236d4aa3919dbc469f26d4925ed5097b1e4a04...v0.1.0)



\* *This Changelog was automatically generated by [github_changelog_generator](https://github.com/github-changelog-generator/github-changelog-generator)*