Man pages for nixgank-wang/bis557
What the Package Does (One Line, Title Case)
| casl_lenet | Compute linear elastic net using coordinate descent. |
| casl_lenet_update_beta | Update beta vector using coordinate descent. |
| casl_util_soft_thresh | Soft threshold function. |
| gdConstantGLM | Generalized Linear Model first order MLE using constant... |
| gdMomentum_GLM | Generalized Linear Model first order MLE using momentum... |
| grab_coeffs | Grab the slope coefficients |
| grab_resids | Grab the residuals |
| gradient_descent | Implement gradient descent for ordinary least squares |
| gradient_descent_loss | Loss of OLS model based on out-of-sample accuracy |
| lambda_optimizer | Optimizing ridge parameter |
| linear_model | Linear Model |
| lm_patho | Data from the IMAP study |
| lm_ridge | Linear ridge regression |
| multinom_logit | Multi-classification logistic regression |
| penguinsi | Data from the IMAP study |
| predict.gd_object | Prediction based on a gradient descent object |
