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qe_libraries_article's Introduction

QE Libraries Journal Article

Repo for a paper describing the QE libraries

Projects like ours often have an article describing the library, which also provides an academic reference. See, e.g., https://www.astropy.org/acknowledging.html

It would be good for the QE libraries to have one too, now that they're quite mature.

To view the draft paper on CI:

  1. Click on Actions tab.
  2. Select the GH action run for commit you want to view.
  3. Scroll at the bottom once the CI passes where you can find paper.zip.

qe_libraries_article's People

Contributors

smit-create avatar jstac avatar oyamad avatar humphreyyang avatar sglyon avatar mmcky avatar

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qe_libraries_article's Issues

Authors and collaborators

I think it's fine for us to have a very large list of co-authors. See, e.g., https://arxiv.org/abs/2206.14220

Suggested authors, in no particular order, include

@mmcky
@oyamad
@jlperla
@Smit-create
@thomassargent30
@sglyon
@cc7768
@albop
@natashawatkins
@jstac

Quentin Batista (@QBatista)
YuyaFurusawa (@Yuya-Furusawa)
Zejin Shi (@shizejin)
...

Please add, including other developers in https://quantecon.org/team/.

@jlperla , do you have time for this if we all write small parts? @Smit-create is volunteering to get things started. Please feel free to add co-authors.

Some comments for discussion

  1. Title
    Rather than just "QuantEcon", maybe more descriptive "QuantEcon.py: A community based Python library for quantitative economics" or something would be better?
  2. The current version refers to the submodules (game_theory, markov, and others) as "major modules". I thought these were put into submodules just for maintenance reasons, and we didn't mean the top level routines were "minor"?
  3. As future projects, only projects from game theory are mentioned. To have a good balance, it would be better to have a few more from other fields?
  4. References that are not referred to in the text should not be listed.

Article structure

Suggested structure from @Smit-create, copied from QuantEcon/meta#71

Just a suggestion -- as a basic outline we can divide this article into the following sections:

  1. Abstract
  2. Introduction and Background
  3. QuantEcon capalabilites
    • markov (#6 )
    • optimize (#7 )
    • game_theory
    • miscellaneous
  4. Architecture (we can include some details like using numpy/numba etc.)
  5. Some benchmark results (speed results with and without numba or comparison with other libraries if exist.)
  6. Future Work (maybe compatibility with GPU or Jax.)

Submit

I've just done another round of edits and I think we are ready to submit this.

@Smit-create , if you agree, could you please take care of it?

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