Super learner - Githubissues

pzivich / zEpid

Epidemiology analysis package

http://zepid.readthedocs.org

MIT License

141 stars 33 forks source link

Super learner #151

Closed pzivich closed 3 years ago

pzivich commented 3 years ago

Addition of the following

[x] Super learner stacking algorithm for binary and continuous variables implemented as SuperLearner
[x] EmpiricalMeanSL estimator that consists of the empirical mean in SciKit-Learn format
[x] StepWiseSL estimator that applies (either forward or backward) stepwise model selection via AIC values

All live in the new zepid.superlearner branch. Plan is to integrate and release with v0.9.0

pzivich commented 3 years ago

Still need to add to docs before merging into v0.9.0 #143