Man pages for Zebedial/bis557
The package created for BIS557 Homework 1
| 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. |
| gradient_descent | Do k-fold cross-validation for gradient descent method |
| gradient_descent_os | An alternative version of gradeint descent method with loss... |
| linear_model | Linear Model |
| lm_patho | Example data for testing use |
| make_model_matrix | Produce a list of outcome as well as model matrix |
| multiclass_logistic | Multiclass logistic regression |
| my_glm | First-Order GLM (Using Gradient Descent) |
| optimize_lambda | Optimize Lambda for a given ridge regression function |
| penguinsi | Example data for testing use |
| predict.gradient_descent | Formulate prediction function for gradient descent |
| predict_logistic | Multiclass logistic regression prediction |
| predict.ridge_regression | Formulate prediction function for Ridge Regression |
| ridge_regression | Ridge Regression |
