Open-Source Machine Learning for Time Series Analysis
The cesium library calculates various time-series features for machine learning. Use it in combination with scikit-learn or any existing Python library.Download
The cesium web platform allows interactive exploration of machine learning pipelines. Upload your time series files, select your machine learning model, and watch cesium do feature extraction and evaluation.
Try it out!
- Download the docker-compose file for Cesium:
curl -Lo docker-compose.yml http://bit.ly/29GkVXY
Ensure you have
up and running, then:
Wait a few seconds and navigate to
Create a project and GO! If you want some test data, an example header file can be downloaded with
curl -Lo example-headers.dat http://bit.ly/29FtRXy, and time series data with
curl -Lo example-series.tar.gz http://bit.ly/29HKmVZ