_pkgdown.yml

title: sl3
url: https://tlverse.org/sl3
template:
  params:
    bootswatch: flatly
    ganalytics: UA-115145808-1
navbar:
  title: ""
  left:
    - text: "tlverse"
      href: https://tlverse.org
    - text: "sl3"
      href: "index.html"
    - text: "Reference"
      href: "reference/index.html"
    - text: Articles
      menu:
        - text: "Intro to sl3"
          href: articles/intro_sl3.html
        - text: "sl3 Benchmarks"
          href: articles/SuperLearner_benchmarks.html
        - text: "sl3 Presentation"
          href: slides/sl3-slides.html
        - text: "Defining Custom sl3 Learners"
          href: articles/custom_lrnrs.html

reference:
  - title: "Defining A Task"
    contents:
      - sl3_Task
      - Variable_Type
  - title: "Finding Learners"
    contents:
      - sl3_list_properties
      - sl3_list_learners
  - title: "sl3 Learners"
    contents:
      - starts_with("Lrnr_")
  - title: "Composing Learners"
    contents:
      - Pipeline
      - Stack
      - Custom_chain
  - title: "Loss functions"
    contents:
      - starts_with("loss_")
      - risk
  - title: "Metalearner functions"
    contents:
      - starts_with("metalearner_")
  - title: "Helpful for Defining Learners"
    contents:
      - write_learner_template
      - args_to_list
      - call_with_args
      - true_obj_size
      - safe_dim
      - learner_train
      - learner_fit_predict
      - learner_fit_chain
      - delayed_make_learner
      - delayed_learner_train
      - delayed_learner_fit_predict
      - delayed_learner_fit_chain
  - title: "Sample Datasets"
    contents:
      - cpp
      - cpp_1yr
      - cpp_imputed
      - bsds
      - density_dat
  - title: "Miscellaneous"
    contents:
      - sl3Options
  - title: "Index"
    contents:
      - starts_with("")