Refactor Multivariate RandomWalk distributions #6131
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ricardoV94
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Codecov Report
Additional details and impacted files@@ Coverage Diff @@
## main #6131 +/- ##
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+ Coverage 81.62% 93.58% +11.96%
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Files 101 101
Lines 22093 22151 +58
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+ Hits 18034 20731 +2697
+ Misses 4059 1420 -2639
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junpenglao
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junpenglao
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Great PR @ricardoV94, as always!
It seems like get_dists does a lot of the hard work for the dist method, but why couldn't it be a part of RandomWalk? I am guessing that the answer is inherent to metaclasses but I just can't pinpoint it right now.
| ): | ||
| raise TypeError("init_dist must be a univariate distribution variable") | ||
| raise TypeError("init_dist must be a distribution variable") | ||
| check_dist_not_registered(init_dist) | ||
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| if not ( |
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Can this check be a helper function? I feel like we often check these conditions
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Yeah I always think about it. It's on the edge of being so short that it doesn't make complete sense. Have to think about it
| @classmethod | ||
| @abc.abstractmethod | ||
| def get_dists(cls, *args, **kwargs): | ||
| pass |
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raise NotImplementedError here maybe?
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abc.abstractmethod does that ;)
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* Do not call `at.stack` until the end * Allow to pass single shape_offset
Also create abstract class for predefined RandomWalks
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Related to #4642
Checklist
Major / Breaking Changes
Bugfixes / New features
RandomWalkto multivariate casesDocs / Maintenance
MvGaussianRandomWalkandMvStudentTRandomWalkfor V4