Improvements & more tutorials - Githubissues

vanderschaarlab / autoprognosis

A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.

https://www.autoprognosis.vanderschaar-lab.com/

Apache License 2.0

95 stars 26 forks source link

Improvements & more tutorials #44

Closed bcebere closed 1 year ago

bcebere commented 1 year ago

RF bugfixing
update pre-commit tools
update default imputers
encoding fixes
add data_cleanup plugin for remove redundant columns
update ensembles with encoding
update env variables: N_LEARNERS_JOBS, N_OPT_JOBS
add tester for multiple seeds.
update hyperimpute.

Tutorials:

add MICE tutorial
add categorical imputation tutorial
add serialization tutorial