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zhihu_kanshan_cup_2017's Introduction

zhihu_kanshan_cup_2017

2017知乎看山杯比赛，我的部分代码。仅提供了单模型最高分的RCNN+ATTENTION模型。

详情请移步至我的博文：大规模文本分类实践-知乎看山杯总结

数据下载与说明

数据存在百度云： http://pan.baidu.com/s/1bpnNRQJ 数据说明：移步至此

运行环境：

  • python版本：py3
  • keras版本：Keras (2.0.6) 其中prozhuchen修改了keras的training.py 文件，使得其能够处理稀疏的label，具体修改：training.py 第375~455行。 具体原理是在每一个batch时把稀疏的label转化为dense的，省空间。您也可以使用keras的fit_on_batch函数，但是如果您使用fit函数的话，必须使用我们修改后的源代码文件。
  • 本代码提供了修改后的training.py文件，在modified_keras_files中 请将其替换您keras目录下的：keras/engine/training.py文件

执行方法

训练：

python3 main.py train

预测：

python3 main.py pred

zhihu_kanshan_cup_2017's People

Contributors

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zhihu_kanshan_cup_2017's Issues

loss

请问一下，这个模型loss能降到多少？

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