Improve binarizer to use explicit linear programs instead of Blackbox optimizer

TRR318 / scikit-psl

Probabilistic Scoring System – a probabilistic & incremental extension to Scoring Systems

MIT License

12 stars 2 forks source link

Improve binarizer to use explicit linear programs instead of Blackbox optimizer #7

Closed stheid closed 1 year ago

stheid commented 1 year ago

Currently the binarizer maximizes the entropy by using the nelder-mead optimizer. i think it could be implemented using scipy.optimize.linprog() more directly and more efficiently

stheid commented 1 year ago

i think this is obsolete. i am not sure if its possible to do this with a linear program as everything is quite discrete. but nelder mead has already been removed in https://github.com/stheid/scikit-psl/commit/ced2914b773dbe17fdd94f08b23b20e7e8573e7b, hence i think this ticket can be closed now.