第三届阿里云安全算法挑战赛冠军代码
Switch branches/tags
Nothing to show
Clone or download
Latest commit 18a43c2 Sep 25, 2018
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
.ipynb_checkpoints init Sep 22, 2018
CNN_metafeature.ipynb init Sep 22, 2018
CNN_metafeature_dilated.ipynb init Sep 22, 2018
README.md Update README.md Sep 25, 2018
gene_npy.ipynb init Sep 22, 2018
lgb_meta_features.ipynb init Sep 22, 2018
main_test.ipynb init Sep 22, 2018
main_train.ipynb init Sep 22, 2018
pickle_pre.ipynb init Sep 22, 2018
submit.ipynb init Sep 22, 2018
上地西二旗人民.pptx 修改ppt Sep 22, 2018

README.md

第三届阿里云安全算法挑战赛冠军代码

比赛链接

ppt: 上地西二旗人民.pptx

代码按照以下运行顺序

  • main_train.ipynb:生成train数据集特征
  • main_test.ipynb:生成test数据集特征
  • gene_npy.ipynb:将特征数据转换为npy文件
  • lgb_meta_features.ipynb:生成lgb元特征
  • CNN_metafeature.ipynb:生成cnn元特征
  • CNN_metafeature_dilated.ipynb:生成cnn_dilated元特征
  • pickle_pre.ipynb:解决py2和py3中.pkl文件不兼容的问题
  • submit.ipynb:stacking生成最终结果