文件列表:

Logistic_Regression_Solver (0, 2018-11-16)
Logistic_Regression_Solver\AGD.m (1491, 2018-11-16)
Logistic_Regression_Solver\AGD_2dimension.m (1534, 2018-11-16)
Logistic_Regression_Solver\AGD_digits.m (1427, 2018-11-16)
Logistic_Regression_Solver\GD.m (1046, 2018-11-16)
Logistic_Regression_Solver\GD_2dimension.m (1520, 2018-11-16)
Logistic_Regression_Solver\GD_digits.m (1458, 2018-11-16)
Logistic_Regression_Solver\Report.pdf (389334, 2018-11-16)
Logistic_Regression_Solver\optdigits.tes (264712, 2018-11-16)
Logistic_Regression_Solver\optdigits.tra (563639, 2018-11-16)
Neural_Network_Solver (0, 2018-11-16)
Neural_Network_Solver\NN2dimension.m (1982, 2018-11-16)
Neural_Network_Solver\NNCost.m (2232, 2018-11-16)
SVM_Solver (0, 2018-11-16)
SVM_Solver\RBF_Kernel.m (2580, 2018-11-16)
SVM_Solver\Report.pdf (210777, 2018-11-16)
SVM_Solver\linear_dual.m (1938, 2018-11-16)
SVM_Solver\linear_primal.m (1874, 2018-11-16)
SVM_Solver\nonlinear.m (1947, 2018-11-16)
SVM_Solver\quadratic_Kernel.m (2441, 2018-11-16)
Sparse_Logistic_Regression_Solver (0, 2018-11-16)
Sparse_Logistic_Regression_Solver\AGD_digits.m (1541, 2018-11-16)
Sparse_Logistic_Regression_Solver\AGDforSparseRegression.m (2008, 2018-11-16)
Sparse_Logistic_Regression_Solver\GD2_digits.m (1651, 2018-11-16)
Sparse_Logistic_Regression_Solver\GD_digits.m (1609, 2018-11-16)
Sparse_Logistic_Regression_Solver\GDforSparseRegression.m (1596, 2018-11-16)
Sparse_Logistic_Regression_Solver\GDforSparseRegression2.m (1633, 2018-11-16)
Sparse_Logistic_Regression_Solver\Report.pdf (192586, 2018-11-16)
Sparse_Logistic_Regression_Solver\optdigits.tes (264712, 2018-11-16)
Sparse_Logistic_Regression_Solver\optdigits.tra (563639, 2018-11-16)
Sparse_Logistic_Regression_Solver\shrink.m (296, 2018-11-16)
Stochastic_Gradient_Descent (0, 2018-11-16)
Stochastic_Gradient_Descent\SGD.m (1194, 2018-11-16)
Stochastic_Gradient_Descent\SGD_digits.m (1370, 2018-11-16)
Stochastic_Gradient_Descent\optdigits.tes (264712, 2018-11-16)
... ...

# Project: Optimization Methods in Machine Learning ## Project Details This Repository is assignments to Ph.D. course ISE-444. In this repository, several classic optimization solvers are implemented in Matlab.

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