nit-ap / Keras-Snippet-VsCode-Extension

Keras Snippet

Download Extension Click to Download or search in vscode extension bar keras-snippet

This is a keras code snippet extension that provide boilerplate for different CNN algorithm and the as well as for various element involved at the time of writing deep learning code from scratch. This snippet reduces the coding time

Features

Prefix	Description
!impt	This will import important different Library of CNN
!cnn	This prefix will import a CNN layer boilerplate that you can change according to your need
!cnn-pred	This prefix will create a model prediction code boilerplate after training of model
!inception-v3	This prefix will create a IceptionV3 transfer learning model boilerplate
!vgg16	This prefix will create a VGG16 transfer learning model boilerplate
!vgg19	This prefix will create a VGG19 transfer learning model boilerplate
!resnet-50	This prefix will create a ResNet50 transfer learning model boilerplate
!xception	This prefix will create a ExceptionNet transfer learning model boilerplate
!mnist-clas	This prefix will create a MNIST digit classifier from scratch
!adam, !adadelta, !sgd, !rms, !adagrad	These prefix will create a code snippet for different optimizer
!relu, !softmax, !tanh, !softsign, !sigmoid	These prefix will create a code snippet for different activation functions
!mnist, !cifar10, !imdb, !boston	These prefix will create a code snippet for how to load different datasets

Requirements

• Tensorflow and Keras should be installed

Enjoy!