Neurally-Augmented ALISTA

Code to reproduce the results from Neurally Augmented ALISTA, ICLR 2021. Freya Behrens, Jonathan Sauder, Peter Jung.

Synthetic Data Experiments

Experiment demo:

python run.py

for parameterization, refer to the comments in the file.

Reproduce the figures from the paper:

jupyter notebook plot_results.ipynb

Communication Experiments

Experiment demo:

python run-communication.py

for parameterization, refer to the comments in the file.

Reproduce the figures from the paper:

jupyter notebook plot_results_communication.ipynb

Remarks

• Without a GPU the experiments take a lot of time.
• We provide some precomputed results in the res/ folder.