New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

MLFlow for Experiments #23

Open

jacobnzw opened this issue Jun 8, 2021 · 0 comments

Owner

jacobnzw commented Jun 8, 2021 •

edited

Loading

MLFlow provides a systematic way of keeping track of experiments and results.

Would be great to set up the MLFlow interface for the models and filtering algorithms.

The organization of the experiments is shit now and has to be changed:

The process by which the data is simulated needs to be separated from the code for setting up the SSM and the filters.
Each filter should be able to run independently on the same data.
Data should be generated once to a file and then fed to each filter
This should make it possible to use Dask for running several filters in parallel on the same data, thus saving time.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment