In wlandau/targets-keras: An Example Targets Pipeline for Machine Learning

knitr::opts_chunk$set(echo = TRUE)
options(tidyverse.quiet = TRUE)

This report contains the results of our Keras model-fitting exercise. Here is a data frame summarizing all the models we tried and their test accuracies. It has one row per model.

library(targets)
tar_load(run)

Summary of the model with the highest test accuracy:

tar_read(best_run)

Trained Keras model object with the above hyperparameters:

tar_read(best_model)

wlandau/targets-keras documentation built on Sept. 26, 2021, 9:20 p.m.