ALTianChi

赛题：口碑商家流量预测

[赛题详见]https://tianchi.aliyun.com/competition/information.htm?spm=5176.100067.5678.2.m2fvPv&raceId=231591

程序结构

data_process/
数据预处理模块，包括对原始数据进行分割和异常值处理
features/
特征工程模块，主要包括倒数三周的商家流量数据，商家属性特征，流量统计特征，滑动窗口，差分特征，对数变换特征及多项式交叉特征等
fig_plot/
可视化模块，包括预处理阶段对各商家不同日期的流量可视化，最终预测结果同观测样本对比可视化
models/
模型模块，单一模型和融合模型

程序运行

ALTianChi项目文件夹下新建一data文件夹，将原始数据放在该文件夹下即可

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
.idea		.idea
data_process		data_process
features		features
fig_plot		fig_plot
models		models
README.md		README.md
main.py		main.py
params.py		params.py
test_clusters_ert.py		test_clusters_ert.py
test_ens.py		test_ens.py
test_ert_by_three_weeks.py		test_ert_by_three_weeks.py
test_ert_gs.py		test_ert_gs.py
test_lr_by_three_weeks.py		test_lr_by_three_weeks.py
test_rf_by_three_weeks.py		test_rf_by_three_weeks.py
test_rf_gs.py		test_rf_gs.py
test_shop_clusters.py		test_shop_clusters.py
test_xg_by_three_weeks.py		test_xg_by_three_weeks.py
test_xg_gs.py		test_xg_gs.py

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ALTianChi

赛题：口碑商家流量预测

程序结构

程序运行

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