├── .gitignore ├── LICENSE ├── README.md ├── module01_basics.ipynb ├── module02_gradient_descent.ipynb ├── module03_sin_prediction.ipynb ├── module03_wine_prediction.ipynb ├── module03_wine_task.ipynb ├── module04_mnist_fc.ipynb ├── module05_mnist_conv.ipynb ├── module06_cifar.ipynb └── module06_mnist_batchnorm.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/README.md -------------------------------------------------------------------------------- /module01_basics.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/module01_basics.ipynb -------------------------------------------------------------------------------- /module02_gradient_descent.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/module02_gradient_descent.ipynb -------------------------------------------------------------------------------- /module03_sin_prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/module03_sin_prediction.ipynb -------------------------------------------------------------------------------- /module03_wine_prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/module03_wine_prediction.ipynb -------------------------------------------------------------------------------- /module03_wine_task.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/module03_wine_task.ipynb -------------------------------------------------------------------------------- /module04_mnist_fc.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/module04_mnist_fc.ipynb -------------------------------------------------------------------------------- /module05_mnist_conv.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/module05_mnist_conv.ipynb -------------------------------------------------------------------------------- /module06_cifar.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/module06_cifar.ipynb -------------------------------------------------------------------------------- /module06_mnist_batchnorm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SlinkoIgor/Neural_Networks_and_CV/HEAD/module06_mnist_batchnorm.ipynb --------------------------------------------------------------------------------