strawlab / pyopy

Python bindings to interesting matlab libraries for data analysis
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Estimate effective computational complexity for hctsa operators #5

Open sdvillal opened 9 years ago

sdvillal commented 9 years ago

How long will it take this operator call? We should have a way to answer this from the catalog. We can keep with the (quite wrong) assumption that this depend only on the length of the time series and have a benchmark infer the time-complexity.

We could also add a second dimension (type of time series) and either have a fast way to make the correspondand for a new time series or, simpler, just use the average to better infer the time complexity.

A possible workaround to avoid a few feature computations to slow down everything would be to include timeouts. I think that would be quite complex.