PAKDD2020DiskFailurePredict

The top2% solution of PAKDD2020 for Disk Failure Predict

1.python3 make_dataset.py 生成训练集

2.python3 train.py valid 1 用来model=1线下验证，对于model = 2，修改一下参数即可

3.python3 train.py test 1 用来model=1线上提交，会生成模型文件

方案详情见：https://zhuanlan.zhihu.com/p/129677895 （欢迎关注和投稿知乎“kaggle代码复现”专栏，大家一起学习）

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
1506.00356INFERRING CAUSAL IMPACT USING BAYESIAN STRUCTURAL TIME-SERIES MODELS.pdf		1506.00356INFERRING CAUSAL IMPACT USING BAYESIAN STRUCTURAL TIME-SERIES MODELS.pdf
Making Disk Failure Predictions SMARTer!.pdf		Making Disk Failure Predictions SMARTer!.pdf
Predicting Disk Replacement towards Reliable Data Centers.pdf		Predicting Disk Replacement towards Reliable Data Centers.pdf
Predictive models of hard drive failures based on operational data.pdf		Predictive models of hard drive failures based on operational data.pdf
README.md		README.md
make_dataset.py		make_dataset.py
requirement.txt		requirement.txt
run.sh		run.sh
submit.py		submit.py
train.py		train.py

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