High-Level Modeling Functions with 'torch'

---

Documentation for package ‘brulee’ version 0.3.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

autoplot.brulee_linear_reg	Plot model loss over epochs
autoplot.brulee_logistic_reg	Plot model loss over epochs
autoplot.brulee_mlp	Plot model loss over epochs
autoplot.brulee_multinomial_reg	Plot model loss over epochs
brulee-autoplot	Plot model loss over epochs
brulee-coefs	Extract Model Coefficients
brulee_activations	Activation functions for neural networks in brulee
brulee_linear_reg	Fit a linear regression model
brulee_linear_reg.data.frame	Fit a linear regression model
brulee_linear_reg.default	Fit a linear regression model
brulee_linear_reg.formula	Fit a linear regression model
brulee_linear_reg.matrix	Fit a linear regression model
brulee_linear_reg.recipe	Fit a linear regression model
brulee_logistic_reg	Fit a logistic regression model
brulee_logistic_reg.data.frame	Fit a logistic regression model
brulee_logistic_reg.default	Fit a logistic regression model
brulee_logistic_reg.formula	Fit a logistic regression model
brulee_logistic_reg.matrix	Fit a logistic regression model
brulee_logistic_reg.recipe	Fit a logistic regression model
brulee_mlp	Fit neural networks
brulee_mlp.data.frame	Fit neural networks
brulee_mlp.default	Fit neural networks
brulee_mlp.formula	Fit neural networks
brulee_mlp.matrix	Fit neural networks
brulee_mlp.recipe	Fit neural networks
brulee_multinomial_reg	Fit a multinomial regression model
brulee_multinomial_reg.data.frame	Fit a multinomial regression model
brulee_multinomial_reg.default	Fit a multinomial regression model
brulee_multinomial_reg.formula	Fit a multinomial regression model
brulee_multinomial_reg.matrix	Fit a multinomial regression model
brulee_multinomial_reg.recipe	Fit a multinomial regression model
coef.brulee_linear_reg	Extract Model Coefficients
coef.brulee_logistic_reg	Extract Model Coefficients
coef.brulee_mlp	Extract Model Coefficients
coef.brulee_multinomial_reg	Extract Model Coefficients
matrix_to_dataset	Convert data to torch format
predict.brulee_linear_reg	Predict from a 'brulee_linear_reg'
predict.brulee_logistic_reg	Predict from a 'brulee_logistic_reg'
predict.brulee_mlp	Predict from a 'brulee_mlp'
predict.brulee_multinomial_reg	Predict from a 'brulee_multinomial_reg'
schedule_cyclic	Change the learning rate over time
schedule_decay_expo	Change the learning rate over time
schedule_decay_time	Change the learning rate over time
schedule_step	Change the learning rate over time
set_learn_rate	Change the learning rate over time