tspreprocess
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A Python package to preprocess time series
great code thanks may you clarify : will it work for multivariate time series prediction both regression and classification 1 where all values are continues values weight height age target...
I am looking to add a robust preprocessing library to a library that I work on, [matrixprofile](https://github.com/matrix-profile-foundation/matrixprofile). Is this library dead? Did someone else start working on it in a...
MA EMA EWMA etc.
https://docs.scipy.org/doc/scipy-0.16.0/reference/generated/scipy.signal.resample.html
Maybe use `map` instead of `compress`? See the SO discussion on the [origin of map in cs](https://stackoverflow.com/questions/1828671/origin-of-map-in-computer-science)
How is it handled in tsfresh?
The "time" shows bins and is encoded as `bin_0.0`. This makes it hard to sort by the column and make plot. What about renaming "time" to "bin" and providing bin...
`from tspreprocess.compress.compress import compress` looks very redundant. I would prefer `from tspreprocess.compress import compress`. One could get rid of the intermediate folders and have all files on the 2nd level?...
We could use tspreprocess to infer good settings for `kind_to_fc_parameters`. For example - if all time series have same length, we do not need to calculate the `length` feature -...