| 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. |
| class_logistic | Multi-Class Logistic Regression |
| glm_gradient | GLM based on gradient. |
| gradient_descent | Gradient descent for ordinary least squares. |
| gradient_descent_new | Gradient descent based on the out-of-sample accuracy. |
| linear_model | Fit a linear model. |
| lm_patho | The document for the lm_patho dataset |
| optimize_ridge | Optimizing the ridge parameter. |
| pylinear | Fitting a linear model using Python. |
| ridge_regression | Ridge Regression |
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