glm_first_order | a first-order solution for the GLM maximum likelihood problem... |
gradient_descent_OLS | gradient descent for ordinary least squares |
gradient_descent_OLS_cv | A function fitting the OLS model |
linear_model | fit the linear model |
linear_model_py | fit the linear model using python |
lm_lasso_py_or | Lasso regression using python when the design matrix is... |
lm_patho | The document for the lm_patho dataset |
lm_ridge | Ridge regression |
lm_ridge_py | Ridge regression using python |
multi_logistic_regression | a classification model genralizing logistic regression to... |
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