This is a library to run iterative regularization for convex bias.


First clone the repository available at

$ git clone
$ cd iterreg/

We recommend to use the Anaconda Python distribution.

From a working environment, you can install the package with:

$ pip install -e .

To check if everything worked fine, you can do:

$ python -c 'import iterreg'

and it should not give any error message.

From a Python shell you can just do:

>>> import iterreg

If you don’t want to use Anaconda, you should still be able to install using pip.


If you use this code, please cite:

  title = {Iterative regularization with convex regularizers},
  author = {Molinari, Cesare and Massias, Mathurin and Rosasco, Lorenzo and Villa, Silvia},
  booktitle = AISTATS,
  year = 2021,

ArXiv links: