├── .gitignore ├── LICENSE ├── README.md ├── data ├── zhengqi_test.txt └── zhengqi_train.txt └── src ├── __init__.py ├── coco ├── __init__.py ├── coco.py ├── offline_feature.py └── online_feature.py ├── demo ├── __init__.py ├── demo_1.py ├── demo_2.py ├── demo_3.py ├── demo_4.py ├── demo_5.py ├── demo_coco_1 │ ├── __init__.py │ ├── demo.py │ └── feature_1.py ├── demo_coco_2 │ ├── __init__.py │ ├── demo.py │ └── feature_1.py └── score.txt ├── feature_handle ├── __init__.py ├── base_data_info.py ├── base_utils.py ├── feature_dimen_reduction.py ├── feature_embedded.py ├── feature_filter.py ├── feature_generate.py ├── feature_transform.py ├── feature_wrapper.py └── view_utils.py ├── main.py ├── model ├── __init__.py ├── cv.py ├── deep_model │ ├── __init__.py │ └── deepfm.py ├── effect_line.py ├── model_interface.py ├── model_merge │ ├── __init__.py │ ├── model_stacking_clf.py │ └── model_stacking_reg.py └── statistic_model │ ├── __init__.py │ ├── classfier_model.py │ └── regression_model.py ├── outliers.png ├── parameter ├── __init__.py └── parameter_search.py └── util.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/README.md -------------------------------------------------------------------------------- /data/zhengqi_test.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/data/zhengqi_test.txt -------------------------------------------------------------------------------- /data/zhengqi_train.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/data/zhengqi_train.txt -------------------------------------------------------------------------------- /src/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /src/coco/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/coco/coco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/coco/coco.py -------------------------------------------------------------------------------- /src/coco/offline_feature.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/coco/offline_feature.py -------------------------------------------------------------------------------- /src/coco/online_feature.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/coco/online_feature.py -------------------------------------------------------------------------------- /src/demo/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/__init__.py -------------------------------------------------------------------------------- /src/demo/demo_1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/demo_1.py -------------------------------------------------------------------------------- /src/demo/demo_2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/demo_2.py -------------------------------------------------------------------------------- /src/demo/demo_3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/demo_3.py -------------------------------------------------------------------------------- /src/demo/demo_4.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/demo_4.py -------------------------------------------------------------------------------- /src/demo/demo_5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/demo_5.py -------------------------------------------------------------------------------- /src/demo/demo_coco_1/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/demo/demo_coco_1/demo.py: -------------------------------------------------------------------------------- 1 | import pandas as pd 2 | 3 | """ 4 | 以实际项目,使用coco框架 5 | """ 6 | -------------------------------------------------------------------------------- /src/demo/demo_coco_1/feature_1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/demo_coco_1/feature_1.py -------------------------------------------------------------------------------- /src/demo/demo_coco_2/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/demo/demo_coco_2/demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/demo_coco_2/demo.py -------------------------------------------------------------------------------- /src/demo/demo_coco_2/feature_1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/demo_coco_2/feature_1.py -------------------------------------------------------------------------------- /src/demo/score.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/demo/score.txt -------------------------------------------------------------------------------- /src/feature_handle/__init__.py: -------------------------------------------------------------------------------- 1 | print("你已经导入了特征工程处理模块,happy、wise") -------------------------------------------------------------------------------- /src/feature_handle/base_data_info.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/feature_handle/base_data_info.py -------------------------------------------------------------------------------- /src/feature_handle/base_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/feature_handle/base_utils.py -------------------------------------------------------------------------------- /src/feature_handle/feature_dimen_reduction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/feature_handle/feature_dimen_reduction.py -------------------------------------------------------------------------------- /src/feature_handle/feature_embedded.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/feature_handle/feature_embedded.py -------------------------------------------------------------------------------- /src/feature_handle/feature_filter.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/feature_handle/feature_filter.py -------------------------------------------------------------------------------- /src/feature_handle/feature_generate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/feature_handle/feature_generate.py -------------------------------------------------------------------------------- /src/feature_handle/feature_transform.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/feature_handle/feature_transform.py -------------------------------------------------------------------------------- /src/feature_handle/feature_wrapper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/feature_handle/feature_wrapper.py -------------------------------------------------------------------------------- /src/feature_handle/view_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/feature_handle/view_utils.py -------------------------------------------------------------------------------- /src/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/main.py -------------------------------------------------------------------------------- /src/model/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/model/cv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/model/cv.py -------------------------------------------------------------------------------- /src/model/deep_model/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/model/deep_model/deepfm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/model/deep_model/deepfm.py -------------------------------------------------------------------------------- /src/model/effect_line.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/model/effect_line.py -------------------------------------------------------------------------------- /src/model/model_interface.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/model/model_interface.py -------------------------------------------------------------------------------- /src/model/model_merge/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/model/model_merge/model_stacking_clf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/model/model_merge/model_stacking_clf.py -------------------------------------------------------------------------------- /src/model/model_merge/model_stacking_reg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/model/model_merge/model_stacking_reg.py -------------------------------------------------------------------------------- /src/model/statistic_model/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/model/statistic_model/classfier_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/model/statistic_model/classfier_model.py -------------------------------------------------------------------------------- /src/model/statistic_model/regression_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/model/statistic_model/regression_model.py -------------------------------------------------------------------------------- /src/outliers.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/outliers.png -------------------------------------------------------------------------------- /src/parameter/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/parameter/parameter_search.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/parameter/parameter_search.py -------------------------------------------------------------------------------- /src/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/weijinqian0/feature_eda/HEAD/src/util.py --------------------------------------------------------------------------------