├── .gitignore ├── LICENSE ├── README.md ├── animations ├── 1_McCall_DL_animation_main_code.ipynb ├── 2_McCall_DL_animation_plots_code.ipynb ├── Gauss_Legendre_quadrature_video.ipynb ├── derivative_wrt_input_video.ipynb ├── on_learning_rate_animation.ipynb └── smooth_interpolation_video.ipynb ├── deep_learning ├── McCall_DL.ipynb └── derivative_wrt_input.ipynb ├── expectation_and_numerical_integration ├── Gauss_Hermite_quadrature.ipynb └── Gauss_Legendre_quadrature.ipynb └── optimization └── on_learning_rate.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/README.md -------------------------------------------------------------------------------- /animations/1_McCall_DL_animation_main_code.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/animations/1_McCall_DL_animation_main_code.ipynb -------------------------------------------------------------------------------- /animations/2_McCall_DL_animation_plots_code.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/animations/2_McCall_DL_animation_plots_code.ipynb -------------------------------------------------------------------------------- /animations/Gauss_Legendre_quadrature_video.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/animations/Gauss_Legendre_quadrature_video.ipynb -------------------------------------------------------------------------------- /animations/derivative_wrt_input_video.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/animations/derivative_wrt_input_video.ipynb -------------------------------------------------------------------------------- /animations/on_learning_rate_animation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/animations/on_learning_rate_animation.ipynb -------------------------------------------------------------------------------- /animations/smooth_interpolation_video.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/animations/smooth_interpolation_video.ipynb -------------------------------------------------------------------------------- /deep_learning/McCall_DL.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/deep_learning/McCall_DL.ipynb -------------------------------------------------------------------------------- /deep_learning/derivative_wrt_input.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/deep_learning/derivative_wrt_input.ipynb -------------------------------------------------------------------------------- /expectation_and_numerical_integration/Gauss_Hermite_quadrature.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/expectation_and_numerical_integration/Gauss_Hermite_quadrature.ipynb -------------------------------------------------------------------------------- /expectation_and_numerical_integration/Gauss_Legendre_quadrature.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/expectation_and_numerical_integration/Gauss_Legendre_quadrature.ipynb -------------------------------------------------------------------------------- /optimization/on_learning_rate.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Mekahou/Notes/HEAD/optimization/on_learning_rate.ipynb --------------------------------------------------------------------------------