This simplifies the API by making sure that the filenames are
only provided in one place (the calls to save and load).

Closes #122

Resolve "(LearnerND) allow any convex hull as domain"

Closes #114

See merge request !127

We were always dividing the total function execution time by
the number of cores, however sometimes the user sets 'ntasks'
so instead we should divide by '_get_max_tasks()'.

Also the future start_time wasn't measured in the case where
one uses a SequentialExecutor because the Future that is
returned already contains the result.

Previously it reported 100% which is not a good estimate either.

Because after closing the notebook and then opening it, the javascript
is gone. Without this change, one could not load it again.

save execution time on futures inside runners

See merge request !130

Previously we were wrapping the learner function and doing the
timing there. This makes things more complicated in the case that
we are learning an 'async def' function.

Test that runners run at all (!), and that an async function can be
used with the AsyncExecutor.

Make BaseRunner an abstract base class

Closes #107

See merge request !111

Because it breaks the examples in the docs

exponentially decay message frequency in live_info

See merge request !108

Closes #118

The code is posed on https://github.com/python-adaptive/adaptive/issues/1

See https://stackoverflow.com/a/24946631/3447047

See http://help.zenodo.org/#versioning for more information.

and remove the code to find the complete author list from git  because
our CI job will ensure that all the contributors will be included
in that file.

Related:
* https://github.com/rtfd/readthedocs.org/issues/4778
* https://docs.readthedocs.io/en/latest/guides/build-using-too-many-resources.html