# 203 Place Solution for the Detect Sleep States Competition

Overview of the Approach
It was interesting timeseries competition. I've tried many approaches, some works good, some not working.
Details of the submission
I want to notice a great notebooks and code by
[@tubotubo](https://www.kaggle.com/tubotubo)
:
[https://github.com/tubo213/kaggle-child-mind-institute-detect-sleep-states](https://github.com/tubo213/kaggle-child-mind-institute-detect-sleep-states)
[https://www.kaggle.com/code/tubotubo/cmi-code](https://www.kaggle.com/code/tubotubo/cmi-code)
My solution is neural network and postprocessing by peaks. I have had a silver submit, but not checked it ((
Not working
Boostings
TSFresh
Blending with public kernels