Version, Share, Deploy, and Monitor Models


[Up] [Top]

Documentation for package ‘vetiver’ version 0.2.0

Help Pages

api_spec Update the OpenAPI specification using model metadata
attach_pkgs Fully attach or load packages for making model predictions
augment.vetiver_endpoint Post new data to a deployed model API endpoint and augment with predictions
get_vetiver_dashboard_pins R Markdown format for model monitoring dashboards
glue_spec_summary Update the OpenAPI specification using model metadata
glue_spec_summary.array Update the OpenAPI specification using model metadata
glue_spec_summary.data.frame Update the OpenAPI specification using model metadata
glue_spec_summary.default Update the OpenAPI specification using model metadata
handler_predict Model handler functions for API endpoint
handler_predict.default Model handler functions for API endpoint
handler_predict.gam Model handler functions for API endpoint
handler_predict.glm Model handler functions for API endpoint
handler_predict.kproto Model handler functions for API endpoint
handler_predict.Learner Model handler functions for API endpoint
handler_predict.lm Model handler functions for API endpoint
handler_predict.model_stack Model handler functions for API endpoint
handler_predict.ranger Model handler functions for API endpoint
handler_predict.train Model handler functions for API endpoint
handler_predict.workflow Model handler functions for API endpoint
handler_predict.xgb.Booster Model handler functions for API endpoint
handler_startup Model handler functions for API endpoint
handler_startup.default Model handler functions for API endpoint
handler_startup.gam Model handler functions for API endpoint
handler_startup.Learner Model handler functions for API endpoint
handler_startup.model_stack Model handler functions for API endpoint
handler_startup.ranger Model handler functions for API endpoint
handler_startup.train Model handler functions for API endpoint
handler_startup.workflow Model handler functions for API endpoint
handler_startup.xgb.Booster Model handler functions for API endpoint
load_pkgs Fully attach or load packages for making model predictions
map_request_body Identify data types for each column in an input data prototype
new_vetiver_model Create a vetiver object for deployment of a trained model
pin_example_kc_housing_model R Markdown format for model monitoring dashboards
predict.vetiver_endpoint Post new data to a deployed model API endpoint and return predictions
vetiver_api Create a Plumber API to predict with a deployable 'vetiver_model()' object
vetiver_compute_metrics Aggregate model metrics over time for monitoring
vetiver_create_description Model constructor methods
vetiver_create_description.default Model constructor methods
vetiver_create_description.gam Model constructor methods
vetiver_create_description.glm Model constructor methods
vetiver_create_description.kproto Model constructor methods
vetiver_create_description.Learner Model constructor methods
vetiver_create_description.lm Model constructor methods
vetiver_create_description.model_stack Model constructor methods
vetiver_create_description.ranger Model constructor methods
vetiver_create_description.train Model constructor methods
vetiver_create_description.workflow Model constructor methods
vetiver_create_description.xgb.Booster Model constructor methods
vetiver_create_meta Metadata constructors for 'vetiver_model()' object
vetiver_create_meta.default Metadata constructors for 'vetiver_model()' object
vetiver_create_meta.gam Metadata constructors for 'vetiver_model()' object
vetiver_create_meta.kproto Metadata constructors for 'vetiver_model()' object
vetiver_create_meta.Learner Metadata constructors for 'vetiver_model()' object
vetiver_create_meta.model_stack Metadata constructors for 'vetiver_model()' object
vetiver_create_meta.ranger Metadata constructors for 'vetiver_model()' object
vetiver_create_meta.train Metadata constructors for 'vetiver_model()' object
vetiver_create_meta.workflow Metadata constructors for 'vetiver_model()' object
vetiver_create_meta.xgb.Booster Metadata constructors for 'vetiver_model()' object
vetiver_create_ptype Create a vetiver input data prototype
vetiver_create_rsconnect_bundle Create an RStudio Connect bundle for a vetiver model API
vetiver_dashboard R Markdown format for model monitoring dashboards
vetiver_deploy_rsconnect Deploy a vetiver model API to RStudio Connect
vetiver_endpoint Create a model API endpoint object for prediction
vetiver_meta Metadata constructors for 'vetiver_model()' object
vetiver_model Create a vetiver object for deployment of a trained model
vetiver_pin_metrics Update model metrics over time for monitoring
vetiver_pin_read Read and write a trained model to a board of models
vetiver_pin_write Read and write a trained model to a board of models
vetiver_plot_metrics Plot model metrics over time for monitoring
vetiver_prepare_docker Generate files necessary to build a Docker container for a vetiver model
vetiver_prepare_model Model constructor methods
vetiver_prepare_model.default Model constructor methods
vetiver_prepare_model.gam Model constructor methods
vetiver_prepare_model.glm Model constructor methods
vetiver_prepare_model.kproto Model constructor methods
vetiver_prepare_model.Learner Model constructor methods
vetiver_prepare_model.lm Model constructor methods
vetiver_prepare_model.model_stack Model constructor methods
vetiver_prepare_model.ranger Model constructor methods
vetiver_prepare_model.train Model constructor methods
vetiver_prepare_model.workflow Model constructor methods
vetiver_prepare_model.xgb.Booster Model constructor methods
vetiver_pr_docs Create a Plumber API to predict with a deployable 'vetiver_model()' object
vetiver_pr_post Create a Plumber API to predict with a deployable 'vetiver_model()' object
vetiver_ptype Create a vetiver input data prototype
vetiver_ptype.default Create a vetiver input data prototype
vetiver_ptype.gam Create a vetiver input data prototype
vetiver_ptype.glm Create a vetiver input data prototype
vetiver_ptype.kproto Create a vetiver input data prototype
vetiver_ptype.Learner Create a vetiver input data prototype
vetiver_ptype.lm Create a vetiver input data prototype
vetiver_ptype.model_stack Create a vetiver input data prototype
vetiver_ptype.ranger Create a vetiver input data prototype
vetiver_ptype.train Create a vetiver input data prototype
vetiver_ptype.workflow Create a vetiver input data prototype
vetiver_ptype.xgb.Booster Create a vetiver input data prototype
vetiver_type_convert Convert new data at prediction time using input data prototype
vetiver_write_docker Write a Dockerfile for a vetiver model
vetiver_write_plumber Write a deployable Plumber file for a vetiver model