Are you sure you want to delete this access key?
This repository is a template for a data science project. This is the project structure I frequently use for my data science project.
.
├── config
│ ├── main.yaml # Main configuration file
│ ├── model # Configurations for training model
│ │ ├── model1.yaml # First variation of parameters to train model
│ │ └── model2.yaml # Second variation of parameters to train model
│ └── process # Configurations for processing data
│ ├── process1.yaml # First variation of parameters to process data
│ └── process2.yaml # Second variation of parameters to process data
├── data
│ ├── final # data after training the model
│ ├── processed # data after processing
│ ├── raw # raw data
│ └── raw.dvc # DVC file of data/raw
├── docs # documentation for your project
├── dvc.yaml # DVC pipeline
├── .flake8 # configuration for flake8 - a Python formatter tool
├── .gitignore # ignore files that cannot commit to Git
├── Makefile # store useful commands to set up the environment
├── models # store models
├── notebooks # store notebooks
├── .pre-commit-config.yaml # configurations for pre-commit
├── pyproject.toml # Configure black
├── requirements.txt # requirements for pip
├── README.md # describe your project
├── src # store source code
│ ├── __init__.py # make src a Python module
│ ├── process.py # process data before training model
│ └── train_model.py # train model
└── tests # store tests
├── __init__.py # make tests a Python module
├── test_process.py # test functions for process.py
└── test_train_model.py # test functions for train_model.py
Install Cookiecutter:
pip install cookiecutter
Create a project based on the template:
cookiecutter https://github.com/khuyentran1401/data-science-template --checkout dvc-pip
Find detailed explanation of this template here.
Press p or to see the previous file or, n or to see the next file
Are you sure you want to delete this access key?
Are you sure you want to delete this access key?
Are you sure you want to delete this access key?
Are you sure you want to delete this access key?