Man pages for siqiangsu/bis557
BIS557 Homework Package
| 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. |
| cv_ridge | Use cross validation to find the optimal ridge penalty... |
| first_order_glm | First-Order GLM Maximum Likelihood Solution |
| linear_model | This function will fit a linear model. |
| lm_patho | Testing the linear model |
| multi_logistic | Logistic regression for K classes |
| my_gd | This function will fit a linear model using gradient descent. |
| my_lm_gd_out_of_sample | OLS using gradient descent and compute out-of-sample error |
| my_ridge | Fitting a linear model using ridge regression |
| ols_python | Fitting a linear model using python in R |
