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Evan's Projects

ccnns icon ccnns

The code used in my thesis - "On Complex Valued Convolutional Neural Networks" - https://arxiv.org/abs/1602.09046

cs_offer icon cs_offer

计算机学科基础知识和主流编程语言相关内容的总结

flasky icon flasky

Companion code to my O'Reilly book "Flask Web Development", second edition.

multilayered-neural-network-complex-valued icon multilayered-neural-network-complex-valued

This was the final project for my neural networks course. It is a multilayered neural network that uses complex value weights for the neurons, and was done in a team of three. The members were me, Ryan McPartlan, and Paul Revelo. There is some problem with our code which we did not solve in time for the deadline, which hinders the networks ability to learn. It comes close to the desired results, but not really close enough to satisfy us.

neuralnetworks icon neuralnetworks

Hopfield NN, Perceptron, MLP, Complex-valued MLP, SGD RMSProp, DRAW

play-with-data-structures icon play-with-data-structures

Codes of my MOOC Course <Play Data Structures in Java>. Updated contents and practices are also included. 我在慕课网上的课程《Java语言玩转数据结构》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。

rvnn-and-cvnn icon rvnn-and-cvnn

Real valued neural networks (RVNN) and complex valued neural networks (CVNN) (Akira Hirose, 2012).

simplecvnn icon simplecvnn

A simple implementation of a complex valued neural network.

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