dlfm

Code accompanies the paper "Multi-convex Programming for Discrete Latent Factor Models Prototyping".

The implementation.ipynb contains the framework implementation described in section 5 of the paper.

The jupyter notebook corresponding to the examples mentioned in the paper are under the folder examples.

Dependencies

We manage dependencies through uv. Once you have installed uv you can perform

make install

to replicate the virtual environment we have defined in pyproject.toml and locked in uv.lock.

Run the examples

To reproduce the examples mentioned in the paper, we install JupyterLab on the fly within the aforementioned virtual environment. Executing

make jupyter

will install and start the jupyter lab.