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.gitignore ignore folders: /data/raw
/data/working
/data/raw : stores raw data from clients, developer can not change raw data
/data/working: stores file .pkl are data that are engineering
/data/processed: store file .pkl are data that are finished engineer and could use to modeling
/data/external: store data that not from client's data
/analysis : contain analysis
/analysis/figure: store figures
/outputs: store model or result to sent client
/requirements: store client's raw requirements and task to finish it
/src/engineer: store code to engineer data and analysis
/src/modeling: store code to construct model to train data
#file
change_note.ipynb : records the information related to file, store and engineer data, feature, external data
hypothesis.ipynb: contain assumtions
bug_report.ipynb : report about problems related to code or in data
work_need_to_do.ipynb: things need to finish next
requirements.ipynb : store excact client requirements
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