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  • Washington University in St. Louis
  • St. Louis

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  1. CIFAR10-CNN-With-and-Without-Spatial-Dropout CIFAR10-CNN-With-and-Without-Spatial-Dropout Public

    This repository shows how using spatial dropout in convolution layers can help the training process using CNN models

    Jupyter Notebook 2 2

  2. generalised-neural-network generalised-neural-network Public

    This is an implementation of fully connected neural network from scratch. Batch normalization, regularization using dropout , and momentum, SGD, and adam optimization techniques have been implemented.

    MATLAB 1

  3. CSE-502N---Data-Structures CSE-502N---Data-Structures Public

    This has assignment solutions from data structures class that requires implementation of min heap, hash table, avl trees and Djikstra's shortest path algorithm

    Java

  4. Generalized-Convolutional-Neural-Network Generalized-Convolutional-Neural-Network Public

    This repository contains an implementation of CNNs from scratch. It has dropout regularization, both for convolution and fully connected layers. It also has batch normalization implemented - both f…

    MATLAB 2

  5. ResNet50-SIGNS ResNet50-SIGNS Public

    This has a detailed implementation of ResNet50 architecture from scratch in keras to identify signs of numbers

    Jupyter Notebook

  6. Neural-Style-Transfer Neural-Style-Transfer Public

    This is an implementation of neural style transfer, which I wrote to generate a Van Gogh styled portrait of my friend, Eric, to give him as his "going away" present. This is motivated by post " Neu…

    Jupyter Notebook