Neural Networks: A Modern Introduction

ByChuu-Hsiang Hung
Software Engineer
https://github.com/naturalsmen/cs231n-solutions Homework solutions to Neural Networks class. The works include the implementations of the following: Model: KNN, vanilla Neural Networks, CNN, R-CNN, fast and faster R-CNN, RNN, LSTM and GANs Optimizer: SGD, Momentum, Nesterov Momentum, AdaGrad and Adam Overfitting fighter: Batchnorm, Dropout
Published: December 20, 2019
Deep Learning
neural network
TensorFlow
pytorch
Python
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