Maximilian Christ
Maximilian Christ
Hi tpot team, Thank you for this great library. I am currently using it on a few datasets and the results are great (especially if you tune the config to...
This paper defines a estimate of the complexity of a time series. http://www.cs.ucr.edu/~eamonn/Complexity-Invariant%20Distance%20Measure.pdf I would like to add that feature. Edit: the respective [journal paper](https://link.springer.com/article/10.1007/s10618-013-0312-3) discusses 8 different measure for...
Maybe one could some benchmarks to test the prediction performance against some staple algorithms such as xgboost, random forest, SVM, adaboost etc. one could add a notebook folder and check...
Hi there, datacleaner seems quite interesting. Cleaning Data is always annoying and tools are missing. If I have seen it right, you impute NaNs. You could also consider to replace...
I started a file at https://github.com/MaxBenChrist/awesome_time_series_in_python/blob/master/standardize_time_series_formats.md to trigger a discussion regarding the time series formats for python packages to analyze time series data. This issue should be used to discuss...
I had problems installing the package on Mac OS, what helped was `export CFLAGS="-I /usr/local/lib/python2.7/site-packages/numpy/core/include $CFLAGS"`
Hi @mitsuhiko, thanks for sharing this greattool. I am trying to set this up under Mac OS 10.15.4 with a new idasen desk (which was already paired with the smartphone...
Hi quantopian Team, Thanks for the great empyrical library :) ! I am currently researching on how to set the levy stability parameter for the annualization of the per period...
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 -...