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8bpc-with-mlp icon 8bpc-with-mlp

Learning 8-bit parity checking problem with MLP. (HW1 from NDHU Introductory of Deep Learning)

drn icon drn

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

fb_messenger_bot icon fb_messenger_bot

A bot that can automatically send reservation to Alison - Japanese karaoke at desire time

inferring-relation-among-very-large-numbers-by-using-rnns icon inferring-relation-among-very-large-numbers-by-using-rnns

You are given three very large numbers A , B , and C . It is believed that there are some relation among the three numbers, i.e., C=f ( A,B ) for some f ( ) . Since the given numbers are very large, which may exceed the length of the integer representation of your computers. Therefore, one way to address the problem is to use a RNN to infer the unknown relation through digit-wise operations on A and B . You can build your own RNNs, including the vanilla RNNs, multilayer RNNs, or bidirectional RNNs, using the layers of SimpleRNN, LSTM, and GRU. The more in-depth studies you do on using different RNNs, the higher score you may get from this assignment.

meme-studio icon meme-studio

📌 A complete and fast website building in React/Express for creating and sharing "internet memes"

mnist-research icon mnist-research

Experiment with handwritten text recognition using different optimization methods provided in Keras.

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