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matlab代码sqrt-aghasher:在Python中实现AnchorGraphHashing(Liuetal.2011)
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2021-05-23
21:40:34
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Matlab代码sqrt Aghasher Anchor Graph Hashing algorithm(AGH-1)的实现,在“使用图形散列” (Liu et al。2011)中进行了介绍。 依存关系 aghasher支持numpy和scipy的Python 2.7和Python 3。 这些应与BLAS实施(例如OpenBLAS,ATLAS,Intel MKL)相关联。 在不链接到BLAS的情况下,numpy / scipy将使用回退,这会使PyAnchorGraphHasher的运行速度降低50倍。 安装 在PyPI(Python包索引)上可用。 $ pip install aghasher 如何使用 要使用aghasher,请首先导入aghasher模块。 import aghasher 训练模型 使用train方法构造AnchorGraphHasher,该方法返回AnchorGraphHasher和用于训练数据的哈希位嵌入。 agh, H_train = aghasher.AnchorGraphHasher.train(X, anchors, num_bits, nn_anch
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