| auc | compute auc |
| crossentropy | binary cross entropy |
| fit_logistic | fit a logistic regression model |
| fit_logistic_ridge | fit a regularized logistic regression model (ridge penalty) |
| fit_logistic_selo | fit a regularized logistic regression model (SELO penalty) |
| initialize_constant | contant initializer |
| initialize_glorot_normal | Glorot/Xavier normal initializer |
| plot_coef | plot estimated coefficients |
| plot_error | plot errors |
| predict.logreg | make predictions from a fitted model |
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