Files in AlexAfanasev/NeuralNetworkVisualization
Create Partial Dependence Plots for Neural Networks, Visualizes the marginal effects of Neural Networks
.Rbuildignore
.gitignore
.travis.yml
DESCRIPTION
LICENSE
LICENSE.md
NAMESPACE
NeuralNetworkVisualization.Rproj
R/NeuralNetworkVisualization.R
R/neural_net_class.R
R/neural_net_visualization.R
R/plotting_data_preparation.R
R/shiny_app.R
README.md
inst/example/about/about_page.md
inst/example/server.R
inst/example/ui.R
inst/example/www/favicon.ico
inst/examples.R
inst/img/binary_plot_1.png
inst/img/binary_plot_2.png
inst/img/binary_plot_3.png
inst/img/binary_plot_4.png
inst/img/categorical_plot_1.png
inst/img/categorical_plot_2.png
inst/img/categorical_plot_3.png
inst/img/categorical_plot_4.png
inst/img/numerical_plot_1.png
inst/img/numerical_plot_2.png
inst/img/numerical_plot_3.png
inst/img/numerical_plot_4.png
inst/img/shiny_app.png
inst/models/binary.rds
inst/models/categorical.rds
inst/models/numerical.rds
man/NeuralNetwork.Rd
man/NeuralNetworkVisualization.Rd
man/add_bootstrap_data.Rd
man/compute_bootstrap_ci.Rd
man/compute_mean_prediction_categoric.Rd
man/compute_mean_prediction_numeric.Rd
man/create_factor_specification.Rd
man/create_grid.Rd
man/create_plotting_data.Rd
man/descale_data.Rd
man/descale_grid.Rd
man/example_nn_model.Rd
man/fit_neural_network.Rd
man/fit_neural_network_categorical.Rd
man/fit_neural_network_numeric.Rd
man/get_independent.Rd
man/get_predictors.Rd
man/get_type.Rd
man/is_valid_nrepetitions.Rd
man/is_valid_probs.Rd
man/is_valid_type.Rd
man/min_max.Rd
man/plan_process.Rd
man/plot.NeuralNetwork.Rd
man/plot_multiple.Rd
man/plot_multiple_categorical.Rd
man/plot_multiple_numerical.Rd
man/plot_partial_dependencies.Rd
man/plot_single.Rd
man/plot_single_categorical.Rd
man/plot_single_numerical.Rd
man/predict.NeuralNetwork.Rd
man/prepare_data.Rd
man/prepare_data_categoric.Rd
man/prepare_data_numeric.Rd
man/run_shiny_app.Rd
man/scale_column.Rd
man/summary.NeuralNetwork.Rd
tests/testthat.R
tests/testthat/test_neural_net_R_visualization.R
tests/testthat/test_neural_net_class.R
tests/testthat/test_plotting_data_preparation.R
