Category: Machine Learning

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Tensorflow_Eager

Eager execution is a feature that makes TensorFlow execute operations immediately: concrete values are returned, instead of a computational graph to be executed later.

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Sequential Minimal Optimization

序列最小最优化(sequential minimal optimization, SMO)算法是支持向量机的学习算法,本文主要讲解了SMO算法,并且实现了一个简单基于SMO的SVM demo,最后简要了解封装SVM的scikit-learn库。

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Latent Intention Dialogue Models

论文提出了一种隐意图对话模型(Latent Intention Dialogue Model, LIDM),通过离散的隐变量来学习对话意图,这些隐变量可以看作引导对话生成的动作决策,提高基于手工构建的状态-动作集传统强化学习模型所生成对话的多样性。