[WIP] More robustly check inputs to inference algorithms #777
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
For example, we raise an error when instantiating an inference object that assumes explicit densities and the passed-in objects don't have a
_log_prob
method.I was working on this until I started to wonder if we should even support such checks. Maybe we should throw away most of our static typing (#188, #198, #213) and follow the spirit of duck typing.