Man pages for jtipton25/sgMRA
Multi-Resolution Gaussian Process Approximations with Stochastic Gradient Descent
| adam | ADAM stochastic process update |
| distance_near_chunk_cpp | Calculate thresheld pairwise distance for a row using loops... |
| distance_near_loop_cpp | Calculate thresheld pairwise distance for a row using loops... |
| distance_near_row_cpp | Calculate thresheld pairwise distance for a row |
| distance_near_with_ddist_cpp | Calculate thresheld pairwise distance |
| dwendland_basis | Title |
| ess | Code for the elliptical slice sampler |
| eval_basis | Evaluate the MRA basis |
| fit_nonstationary_MRA | Title |
| fit_sgd | Title |
| gradient_fun | Calculate the Gradient for Regression |
| gradient_fun_mini | Calculate the Gradient for Regression using minibatch |
| gradient_fun_penalty | Calculate the Gradient for Penalized Regression |
| make_grid | Make the deep MRA grid |
| make_Q | Generate CAR precision matrix |
| predict_deep_MRA | Title |
| regression_gradient_descent | Fit a regression gradient descent |
| sgMRA | sgMRA |
| sim_deep_mra | Simulate deep MRA |
| sim_example_splines | Simulate a B-spline mixed model |
| target_fun | Calculate the Target function for Regression |
| update_tuning | this function updates the univariate Gaussian random walk... |
| update_tuning_mat | this function updates a matrix block of univariate Gaussian... |
| update_tuning_mv | this function updates a block Gaussian random walk proposal... |
| update_tuning_mv_mat | this function updates multiple block Gaussian random walk... |
| update_tuning_vec | this function updates a vector block of univariate Gaussian... |
