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self-taught-learning
- 自主学习把稀疏自编码器和分类器实现结合。先通过稀疏自编码对无标签的5-9的手写体进行训练得到最优参数,然后通过前向传播,得到训练集和测试集的特征,通过0-4有标签训练集训练出softmax模型,然后输入测试集到分类模型实现分类。-Independent Learning the encoder and the sparse classifiers achieve the combination. First through sparse coding since no label was ha
LPA
- 基于标签传播的实时社区发现算法研究,实现了原始标签传播算法。-The research of real-time community detection algorithm based on label propagation.The original label propagation algorithm has been come true.
LPA
- 标签传播算法JAVA实现 初始化,每个结点携带一个唯一的标签;然后更新结点的标签,令其标签与它的大多数邻居的标签相同,若存在多个则随机选择。迭代直至每个结点的标签不再变化。-Label propagation algorithm