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This task focuses on training the MINIST dataset to get a feel for the differences between fully connected networks, neural networks, and the effects of different activation functions, training techniques (BN, Dropout, and L2 regularization) on the network. 本次任务主要是通过对MINIST数据集进行训练来感受全连接网络、神经网络的差异,以及不同激活函数、训练技巧(BN,Dropout以及L2正则化)对网络的影响。

Python 100.00%
deep-learning neural-network minist classification-model

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MINIST-Dataset-Classification

This task focuses on training the MINIST dataset to get a feel for the differences between fully connected networks, neural networks, and the effects of different activation functions, training techniques (BN, Dropout, and L2 regularization) on the network.
本次任务主要是通过对MINIST数据集进行训练来感受全连接网络、神经网络的差异,以及不同激活函数、训练技巧(BN,Dropout以及L2正则化)对网络的影响。

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