This repository contains code that simulates model error due to out of order data points.
- stateful_simulator: a python package that simulates model error
- experiments: a directory of experiments run using the stateful_simulator
- stator: a failed initial attempt at simulating ouf of order error using the very excellent faust
- Extend to classification models
- Speed up performance
- Implemnt more complex aggregations
- Implement statful models like ARIMA
- tests.... maybe?
- Way more...
If you want to contribute:
- First of all, Thank You!!!
- Second open up an issue saying what you would like to change and why
- If you would like, fork the repo and make the changes in the issue.
- Fourth Contribute back the changes in a PR. It will be reviewed and ideally merged!
No issue is to small! All help is appreciated