Man pages for kimgannon/bis557
Contains Homework Assignments for BIS 557 2020
| 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. |
| glm_gd | Implement gradient descent GLM, constant |
| glm_momentum | Implement gradient descent GLM, adaptive (momentum) |
| grab_coefs | Grab the slope coefficients |
| grab_resids | Grab the residuals |
| linear_model | Create linear model |
| lm_graddescent | Create linear model using gradient descent |
| lm_graddescent_xval | Linear model using gradient descent, adjusted for... |
| lm_ooc | Out-of-core LM implementation |
| lm_patho | lm_patho-doc |
| make_model_matrices | Create model matrices |
| my_multinom | Implement multinomial logistic regression |
| my_ridge | Ridge regression for collinear/near-collinear columns |
| my_ridge_xval | Finding optimal lambda using out of sample cross validation |
| penguinsi | penguinsi-doc |
| predict_lm_graddescent | Prediction function for class lm_graddescent |
| predict_ridge | Prediction function for class my_ridge |
