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tencent_2017_contest_final http://algo.tpai.qq.com/home/information/index.html (2017腾讯社交广告算法大赛)


dependency

sudo pip install lightgbm pandas numpy sklearn fire


useage

./run_phase_1.sh

need: 8G RAM; 50G disk; 2 hour time;
初赛的脚本只需 8G 运行内存,   50G 硬盘空间,  整个流程只需不到 2 个小时

or

./run.sh

need: 8G RAM; 500G disk; 10 hour time;
决赛的脚本同样只需 8G 运行内存, 500G 硬盘空间, 整个流程需要大约 10 个小时

notice

the run.sh or run_phase_1.sh will auto download the data, auto preprocess, auto extract feature, auto run model
run.sh 或 run_phase_1.sh 会自动下载数据,自动预处理,自动提取特征,自动跑模型生成submiss.csv.


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第一届腾讯社交广告高校算法大赛Tencent_2017_contest

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