├── .gitignore ├── README.md ├── code ├── .gitkeep ├── 10_titanic_fe.py ├── 15_show_all_features.py ├── 20_run.py ├── base.py ├── model.py ├── model_lgb.py ├── model_xgb.py ├── runner.py └── util.py ├── configs ├── .gitkeep └── config.yaml ├── data ├── .gitkeep ├── external │ └── .gitkeep ├── features │ └── .gitkeep ├── raw │ ├── sample_submission.csv │ ├── test.csv │ └── train.csv └── submission │ └── .gitkeep ├── models └── .gitkeep └── notebooks ├── .gitkeep └── pickle_data_check.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/README.md -------------------------------------------------------------------------------- /code/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /code/10_titanic_fe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/code/10_titanic_fe.py -------------------------------------------------------------------------------- /code/15_show_all_features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/code/15_show_all_features.py -------------------------------------------------------------------------------- /code/20_run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/code/20_run.py -------------------------------------------------------------------------------- /code/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/code/base.py -------------------------------------------------------------------------------- /code/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/code/model.py -------------------------------------------------------------------------------- /code/model_lgb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/code/model_lgb.py -------------------------------------------------------------------------------- /code/model_xgb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/code/model_xgb.py -------------------------------------------------------------------------------- /code/runner.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/code/runner.py -------------------------------------------------------------------------------- /code/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/code/util.py -------------------------------------------------------------------------------- /configs/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /configs/config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/configs/config.yaml -------------------------------------------------------------------------------- /data/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/external/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/features/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/raw/sample_submission.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/data/raw/sample_submission.csv -------------------------------------------------------------------------------- /data/raw/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/data/raw/test.csv -------------------------------------------------------------------------------- /data/raw/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/data/raw/train.csv -------------------------------------------------------------------------------- /data/submission/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /models/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /notebooks/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /notebooks/pickle_data_check.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/takapy0210/ml_pipeline/HEAD/notebooks/pickle_data_check.ipynb --------------------------------------------------------------------------------