On Sun, 30 Aug 2015, Mathieu Blondel wrote: > That is exactly what duecredit tries to address -- automate that > collection of references.
> We also need to give an idea to users as to *why* they should cite a > certain paper. For example, cite paper [...] because it is the solver used > by LinearSVC(dual=True) for solving the SVM dual objective. That is what I have 'description' field for... there was a regression so we started to print only path but https://github.com/duecredit/duecredit/pull/52 should address it and output sample is below. Not sure if it is worthwhile expanding it listing all the "condition arguments", but description could hint on specifics. $> duecredit summary DueCredit Report: - LIBSVM: A library for support vector machines / libsvm (v None) [1] - Multivariate pattern analysis of neural data / mvpa2 (v 2.4) [2] - Support Vector Machines (SVM) / mvpa2.clfs.SVM (v 2.4) [3] - Sparse multinomial-logistic regression classifier / mvpa2.clfs.smlr:SMLR (v 2.4) [4] - Bayesian hypothesis testing / mvpa2.clfs.transerror:_call (v 2.4) [5] - Recursive feature elimination procedure / mvpa2.featsel.rfe:_train (v 2.4) [6] - Searchlight analysis approach / mvpa2.measures.searchlight:_call (v 2.4) [7] - Scientific tools library / scipy (v 0.14.1) [8] - Machine Learning library / sklearn (v 0.16.1) [9] - Random forest classifiers / sklearn.ensemble.forest:RandomForestClassifier.predict_proba (v 0.16.1) [10] - Classification and regression trees / sklearn.tree.tree:DecisionTreeClassifier.predict_proba (v 0.16.1) [11] 4 packages cited 1 modules cited -- Yaroslav O. Halchenko Center for Open Neuroscience http://centerforopenneuroscience.org Dartmouth College, 419 Moore Hall, Hinman Box 6207, Hanover, NH 03755 Phone: +1 (603) 646-9834 Fax: +1 (603) 646-1419 WWW: http://www.linkedin.com/in/yarik ------------------------------------------------------------------------------ _______________________________________________ Scikit-learn-general mailing list Scikit-learn-general@lists.sourceforge.net https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
