question-mark
Stuck on an issue?

Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug.

And, if you’re still stuck at the end, we’re happy to hop on a call to see how we can help out.

How to cite scikit-optimize?

See original GitHub issue

Hi,

Currently I’ve been performing some modelling for experimentalists (academic research). I have found skopt to be very useful and I would like to cite it. Do you have any preferred format when citing skopt? (I’ve searched the repo and docs but couldn’t find any guidance)

Also, do you offer any recommendations on what other references to cite (I’ve used forest_minimize for example)?

Issue Analytics

  • State:closed
  • Created 7 years ago
  • Comments:16 (14 by maintainers)

github_iconTop GitHub Comments

3reactions
betatimcommented, Nov 25, 2016

Any thoughts?

Otherwise I would say let’s create zenodo entry for every (future) release -> DOI for people to cite to signify which version they use.

If and when we do something nice that is original research (or otherwise should be documented in an article) we tackle that on a case by case basis.

(If you agree with this proposal use 👍 or 👎 on this comment for voting)


If we want to discuss this more I would suggest we start with collecting a list of the problems that we are trying to solve via citation as that will help us figure out what the solution should be.

3reactions
bjodahcommented, Nov 4, 2016

A few days waiting time is no problem (I am guessing we will submit in a few weeks but I’m not the main author so hard to say for sure).

Not that it is any of my business, but I thought I could mention that there is also JORS (Journal of Open Research Software).

Read more comments on GitHub >

github_iconTop Results From Across the Web

Citing scikit-optimize · Issue #705 - GitHub
I am using scikit-optimize in an upcoming paper. What would be the preferred citation style for this library?
Read more >
scikit-optimize/scikit-optimize | Zenodo
Scikit -Optimize, or skopt, is a simple and efficient library to minimize (very) expensive and noisy black-box functions.
Read more >
scikit-optimize: sequential model-based optimization in Python ...
Scikit -learn hyperparameter search wrapper. Search for parameters of machine learning models that result in best cross-validation performance. Algorithms: ...
Read more >
Citing Scikit-HEP
Citing Scikit -HEP or individual packages ... Kindly consider citing any specific package if that seems appropriate. Most package GitHub repositories contain at ......
Read more >
How to optimize for speed — scikit-learn 1.2.0 documentation
Please cite us if you use the software. ... Python, Cython or C/C++?; Profiling Python code; Memory usage profiling; Performance tips for the...
Read more >

github_iconTop Related Medium Post

No results found

github_iconTop Related StackOverflow Question

No results found

github_iconTroubleshoot Live Code

Lightrun enables developers to add logs, metrics and snapshots to live code - no restarts or redeploys required.
Start Free

github_iconTop Related Reddit Thread

No results found

github_iconTop Related Hackernoon Post

No results found

github_iconTop Related Tweet

No results found

github_iconTop Related Dev.to Post

No results found

github_iconTop Related Hashnode Post

No results found