Removed dictionaries from LinearDiscretizer, added bincenter #25
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Changes discussed in #24 and #23
I decided to completely get rid of the dicts. Since D was already limited to be an Integer anyways, I think convert is actually the best way to support different key types. Moreover, if people want to use their own dicts/arrays on top of this to support mapping to some other type, that should not be too hard.
I also had to fix the lfactorial deprecation warning so that the tests would run in reasonable time.
Finally, there is one side effect of removing the dicts - if the user tries to decode an out-of-bounds key, a BoundsError is thrown instead of a KeyError. This seems ok to me.
This will directly affect some of the code I am using for my class, so I hope we can merge it ASAP. When it is done merging, can I add upper bounds to the dependency compats and tag and register v3.2.0?