1.实时损失曲线图(Live Loss Plot) 在训练模型的时候最好不要只关注最终的结果,耐心观察整个训练过程,查看每个epoch的训练结果,弄清楚模型的训练曲线是否正常,是否出现过拟合等现象。 PiotrMigda?等人开发了一个Python源代码包,可以为Keras,PyTorch...【阅读全文】
https://jamesmccaffrey.wordpress.com/2013/11/05/why-you-should-use-cross-entropy-error-instead-of-classification-error-or-mean-squared-error-for-neural-network-classifier-training/James D. McCaffrey Software Research, Development, Testing, and Education ...【阅读全文】