High-Level Modeling Functions with 'torch'


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Documentation for package ‘brulee’ version 0.0.1

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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_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'