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Washington University in St. Louis
- St. Louis
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CIFAR10-CNN-With-and-Without-Spatial-Dropout
CIFAR10-CNN-With-and-Without-Spatial-Dropout PublicThis repository shows how using spatial dropout in convolution layers can help the training process using CNN models
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generalised-neural-network
generalised-neural-network PublicThis 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
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CSE-502N---Data-Structures
CSE-502N---Data-Structures PublicThis has assignment solutions from data structures class that requires implementation of min heap, hash table, avl trees and Djikstra's shortest path algorithm
Java
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Generalized-Convolutional-Neural-Network
Generalized-Convolutional-Neural-Network PublicThis 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
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ResNet50-SIGNS
ResNet50-SIGNS PublicThis has a detailed implementation of ResNet50 architecture from scratch in keras to identify signs of numbers
Jupyter Notebook
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Neural-Style-Transfer
Neural-Style-Transfer PublicThis 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
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