PolarCodesDNN

Using Deep Neural Networks to Predict and Improve Polar Codes Error Rates.

See related paper (ArXiv link soon available) for more details.

Small and Large Datasets

Available in the txt files, should be straightforward to use.

Experiments

Simply run the notebook file to reproduce results from the paper. Activate the option "run_simulations" to reproduce hypeparameter figures.