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seq2seq

https://www.wyx.cloudns.asia/ml/2018/10/05/seq2seq/

Basic Models Sequence to sequence(序列)模型在机器翻译和语音识别方面都有着广泛的应用,针对该机器翻译问题,可以使用“编码网络(encoder network)”+“解码网络(decoder network)”两个RNN模型组合的形式来解决。 encoder network将输入语句编码为一个特征向量,传递给decoder network,完成翻译。

trick

https://www.wyx.cloudns.asia/ml/2018/05/10/trick/

Bias-Variance Tradeoff 方差 varinace 代表我们使用不同训练集时模型表现的差异 如果模型具有较大的方差,训练集只要有少许变化,模型会有很大的改变。复杂的模型一 般具有更大的方差 偏差 bias 代表实际模型与理想模型的差别

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