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tidymodels / censored

Parsnip wrappers for survival models
https://censored.tidymodels.org/
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multi-predict for some prediction types #29

Closed topepo closed 10 months ago

topepo commented 3 years ago

With glmnet (and maybe mboost) we can get predictions one many values of some tuning parameters without multiple model fits. parsnip saves those as nested tibbles per row of new_data.

This is also how we store the predictions of hazard and survival probabilities.

We might be able to accommodate both by having a single nested for both. For example, for glmnet, we would have the full grid of penalty and .time values with an additional column for the prediction.

hfrick commented 3 years ago

70 covers multi_predict() for glmnet's Cox models for the prediction types "survival" and "linear_pred".

hfrick commented 2 years ago

todo: type = "time" for glmnet

hfrick commented 1 year ago

possible todo: mboost

hfrick commented 10 months ago

Added the remaining prediction types of glmnet models in #282 , and am going to close this issue in favor of a new one specifically for mboost: #290

github-actions[bot] commented 9 months ago

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