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  • License
    MIT License
  • Created about 8 years ago
  • Updated over 3 years ago

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Repository Details

Data science is Software: #lifehacks for the Jupyer data scientist


Materials for the 1.5 hr talk: (Updated for ODSC East 2017)

ODSC 2017 Video

.
β”œβ”€β”€ data
β”‚Β Β  └── raw
β”‚Β Β      β”œβ”€β”€ pumps_train_labels.csv
β”‚Β Β      └── pumps_train_values.csv
β”œβ”€β”€ LICENSE
β”œβ”€β”€ notebooks
β”‚Β Β  β”œβ”€β”€ labs
β”‚Β Β  β”‚Β Β  β”œβ”€β”€ 2.0-environment-lab.ipynb
β”‚Β Β  β”‚Β Β  β”œβ”€β”€ 2.0-environment-solution.ipynb
β”‚Β Β  β”‚Β Β  β”œβ”€β”€ 3.0-refactoring-lab.ipynb
β”‚Β Β  β”‚Β Β  β”œβ”€β”€ 3.0-refactoring-solution.ipynb
β”‚Β Β  β”‚Β Β  └── 4.0-testing-lab.ipynb
β”‚Β Β  └── lectures
β”‚Β Β      β”œβ”€β”€ 2.0-environment.ipynb
β”‚Β Β      β”œβ”€β”€ 3.0-refactoring.ipynb
β”‚Β Β      └── 4.0-testing.ipynb
β”œβ”€β”€ README.md
β”œβ”€β”€ requirements.txt
β”œβ”€β”€ setup.cfg
└── src
    β”œβ”€β”€ features
    β”‚Β Β  β”œβ”€β”€ build_features.py
    β”‚Β Β  └── preprocess_solution.py
    β”œβ”€β”€ __init__.py
    β”œβ”€β”€ mcmc
    β”‚Β Β  └── hamiltonian.py
    β”œβ”€β”€ model
    β”‚Β Β  └── train_model_solution.py
    β”œβ”€β”€ tests
    β”‚Β Β  β”œβ”€β”€ example.py
    β”‚Β Β  β”œβ”€β”€ __init__.py
    β”‚Β Β  β”œβ”€β”€ test_example.py
    β”‚Β Β  └── test_lab4_solutions.py
    └── utils.py