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Description

This repo contains papers published in the Blei Lab.

Our aim is reproducibility: when possible, the code and data used to generate the figures is included too.

This repo contains a list of folders, with one folder for each paper. Folders are labeled YYYY_LastNames/. For example, the folder 2014_GopalanCharlinBlei/ contains everything associated with the "Content-based recommendation with Poisson factorization" paper in NIPS 2014 with authors P. Gopalan, L. Charlin, and D.M. Blei.

Here is the directory structure for each paper:

  • YYYY_LastNames/README.md: a brief description and a link to any associated software
  • YYYY_LastNames/YYYY_LastNames.pdf: the paper
  • YYYY_LastNames/YYYY_LastNames.bib: bib entry to cite the paper
  • YYYY_LastNames/fig/src: Python/R scripts to make figures
  • YYYY_LastNames/fig/dat: data used in figures
  • YYYY_LastNames/fig/pdf: final figures
  • YYYY_LastNames/tex: LaTeX source files
  • YYYY_LastNames/tex/sty: any LaTeX style files used

Blei Lab internal notes: If the paper includes an open-source package, make a separate repo for the code from your account, and fork it into the Blei Lab github organization. You can make your code citable and get a DOI by following this: https://guides.github.com/activities/citable-code/