Description: 标准label propagation的一个实现版本，实现为函数，可以直接调用即可。-As a standard implementation of label propagation algorihtm, you could integrate into your work freely. Platform: |
Size: 1024 |
Author:Turing |
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Description: 复杂网络的结构检测室近几年的研究热点，目前最快的算法是标签传播！-Community detection is hot topic in recent years. The most fast algorithm for community detection is Label Propagation Algorithm(LPA),and this is the program! Platform: |
Size: 35309568 |
Author:陈晓伟 |
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Description: 标签传播算法同步更新，能快速准确识别社团，当为二分图时会产生震荡现象-Synchronized label propagation algorithm can quickly identify the community, when for the bipartite graph will produce shock phenomenon Platform: |
Size: 2048 |
Author:李方 |
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Description: 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 handwritten 5-9 training obtain the optimal parameters, and then through the front propagation, get the training and test sets of features, a label by 0-4 trained softmax model train set, then enter the test set to the classification model to classify. Platform: |
Size: 9228288 |
Author:单清序 |
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Description: 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. Platform: |
Size: 38912 |
Author:付娇 |
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Description: SSL(Semi-Supervised Learning) with GRF: Implementation of Label Propagation Algorithm introduced in, Zhu, Xiaojin, Zoubin Ghahramani, and John Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. ICML. Vol. 3. 2003. (Original closed-form solution version and iterative version are included)-SSL(Semi-Supervised Learning) with GRF: Implementation of Label Propagation Algorithm introduced in, Zhu, Xiaojin, Zoubin Ghahramani, and John Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. ICML. Vol. 3. 2003. (Original closed-form solution version and iterative version are included) Platform: |
Size: 2789376 |
Author:mllab |
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Description: 标签传播算法，用于挖掘网络中的社团结构的算法。它最大的优点在于近线性的时间复杂度。-Label propagation algorithm is a algorithm for mining community structure of complex networks. Nearly linear time complexity is its greatest advantage. Platform: |
Size: 3072 |
Author:赵玥 |
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Description: Finding overlapping communities in networks by label propagation论文中基于LPA的扩展算法COPRA，可以用于重叠社区的发现(COPRA, an extension algorithm based on LPA, can be used to discover overlapping communities) Platform: |
Size: 2048 |
Author:短岛的白雪
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