Files in jtipton25/sgMRA

Multi-Resolution Gaussian Process Approximations with Stochastic Gradient Descent

LICENSE.md R/RcppExports.R R/adam.R R/dwendland_basis.R R/ess.R R/eval_basis.R R/fit-deep-MRA-sgd-layers.R R/fit-deep-MRA-sgd.R R/fit_nonstationary_MRA.R R/make_Q.R R/nonstationary_MRA_ess.R R/regression_gradient_descent.R R/sim-deep-mra.R R/sim_example_MRA.R R/sim_example_splines.R R/targets.R R/update-tuning.R R/zzz.R man/adam.Rd man/distance_near_chunk_cpp.Rd man/distance_near_loop_cpp.Rd man/distance_near_row_cpp.Rd man/distance_near_with_ddist_cpp.Rd man/dwendland_basis.Rd man/ess.Rd man/eval_basis.Rd man/fit_nonstationary_MRA.Rd man/fit_sgd.Rd man/gradient_fun.Rd man/gradient_fun_mini.Rd man/gradient_fun_penalty.Rd man/make_Q.Rd man/make_grid.Rd man/predict_deep_MRA.Rd man/regression_gradient_descent.Rd man/sgMRA.Rd man/sim_deep_mra.Rd man/sim_example_splines.Rd man/target_fun.Rd man/update_tuning.Rd man/update_tuning_mat.Rd man/update_tuning_mv.Rd man/update_tuning_mv_mat.Rd man/update_tuning_vec.Rd scripts/check-distance-timings.R scripts/deep-MRA-sgd-trig.R scripts/deep-MRA-sgd.R scripts/deep-MRA.R scripts/deep_mra_block_mh.R scripts/deep_mra_ess.R scripts/deep_mra_mh.R scripts/hierarchcial-distance-timings.R scripts/hierarchical-pairwise-distances.R scripts/laplace-lognormal.R scripts/non-stationary-MRA.R scripts/penalized-sgMRA.Rmd scripts/sgd-MRA.R scripts/sgd-regression.R scripts/temp-distance-functions/calc_r_grid.R scripts/temp-distance-functions/distance-helper-functions.R scripts/temp-distance-functions/euclid_distance.R scripts/temp-distance-functions/expand_matrix.R scripts/temp-distance-functions/expand_matrix_list.R scripts/temp-distance-functions/expand_matrix_symmetric.R scripts/temp-distance-functions/fast_in.R scripts/temp-distance-functions/get_nearest_gridcell.R scripts/temp-distance-functions/get_nearest_gridcell_from_graph.R scripts/temp-distance-functions/get_neighbors.R scripts/temp-distance-functions/get_neighbors_layers.R scripts/temp-distance-functions/get_pairwise_distance.R scripts/temp-distance-functions/trace_neighbors.R scripts/temp-distance-functions/trace_neighbors_from_graph.R scripts/testing-gradient-descent.R stochastic-gradient-descent.R test-distances.R tests/testthat.R tests/testthat/_snaps/distance.md tests/testthat/test_distance.R