├── LICENSE ├── README.md ├── ToyExampleGradientDescent.m ├── ToyExampleSGD.m ├── compute_numerical_gradient.m ├── gd_matlab.m ├── generate_mixture_of_gaussians.m ├── noisy_softmax_cost.m ├── plot_with_labels.m ├── sgd_matlab.m ├── single_softmax_cost.m ├── softmax_pred.m └── softmax_probability.m /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/README.md -------------------------------------------------------------------------------- /ToyExampleGradientDescent.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/ToyExampleGradientDescent.m -------------------------------------------------------------------------------- /ToyExampleSGD.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/ToyExampleSGD.m -------------------------------------------------------------------------------- /compute_numerical_gradient.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/compute_numerical_gradient.m -------------------------------------------------------------------------------- /gd_matlab.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/gd_matlab.m -------------------------------------------------------------------------------- /generate_mixture_of_gaussians.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/generate_mixture_of_gaussians.m -------------------------------------------------------------------------------- /noisy_softmax_cost.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/noisy_softmax_cost.m -------------------------------------------------------------------------------- /plot_with_labels.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/plot_with_labels.m -------------------------------------------------------------------------------- /sgd_matlab.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/sgd_matlab.m -------------------------------------------------------------------------------- /single_softmax_cost.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/single_softmax_cost.m -------------------------------------------------------------------------------- /softmax_pred.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/softmax_pred.m -------------------------------------------------------------------------------- /softmax_probability.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mateuszmalinowski/SGD/HEAD/softmax_probability.m --------------------------------------------------------------------------------