tianyuecao / NN_HOMEWORK

SJTU NN ASSIGNMENTS

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NN_HOMEWORK

SJTU NN ASSIGNMENTS

All the codes are written with PyTorch.

hw1

A deep neural network to solve an emotion recognition task. The provided data contains differential entropy features extracted from emotional EEG signals.

hw2

One-vs-rest and Min-Max SVM models to solve a 3-class classification problem.

hw3

DANN(Domain-Adversarial Neural Networks) and MDAN(Multisource Domain Adaptation with Adversarial Neural Networks) implementation.

hw4

Apply reinforcement learning (Q-learning) to solve Easy21 game.

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SJTU NN ASSIGNMENTS


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