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Python HCTSA

Open microprediction opened this issue 4 years ago • 2 comments

I'm listening to your podcast on Data Skeptic and wondering how far along you are on the Python front. Somebody from the microprediction slack recommended HCTSA.

I've put a bit of work into trying to include a bunch of different TS models in a common signature. Maybe this is something that can benefit HCTSA or vice-versa. I've barely scratched the surface on feature gen.

I work for a hedge fund run by an Aussie in Princeton. We have a keen interest in drawing together whatever we can find that is out there. Anyway feel free to ping me or stop by our slack sometime (invite -feel free to ask there if someone might want to contribute to HCTSA).

I'll poke around your matlab code in the meantime and see if I can still remember my first language.

microprediction avatar Nov 15 '21 19:11 microprediction

Hi Peter, You might find some useful resources here: https://github.com/benfulcher/hctsa/wiki/Related-time-series-resources In python, we've ported a subset of our features: https://github.com/chlubba/catch22 While hctsa is non-commercial, we have open source work in time-series features happening in R. (to emerge within a month or so, in the meantime, cf. http://arxiv.org/abs/2110.10914) Best, Ben

benfulcher avatar Nov 15 '21 22:11 benfulcher

Oh nice, thanks. Looking at c22

microprediction avatar Nov 16 '21 02:11 microprediction