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Lesson02 | |
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Lesson02 fastai | |
Project Organization | |
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βββ LICENSE | |
βββ Makefile <- Makefile with commands like `make data` or `make train` | |
βββ README.md <- The top-level README for developers using this project. | |
βββ data | |
βΒ Β βββ external <- Data from third party sources. | |
βΒ Β βββ interim <- Intermediate data that has been transformed. | |
βΒ Β βββ processed <- The final, canonical data sets for modeling. | |
βΒ Β βββ raw <- The original, immutable data dump. | |
β | |
βββ docs <- A default Sphinx project; see sphinx-doc.org for details | |
β | |
βββ models <- Trained and serialized models, model predictions, or model summaries | |
β | |
βββ notebooks <- Jupyter notebooks. Naming convention is a number (for ordering), | |
β the creator's initials, and a short `-` delimited description, e.g. | |
β `1.0-jqp-initial-data-exploration`. | |
β | |
βββ references <- Data dictionaries, manuals, and all other explanatory materials. | |
β | |
βββ reports <- Generated analysis as HTML, PDF, LaTeX, etc. | |
βΒ Β βββ figures <- Generated graphics and figures to be used in reporting | |
β | |
βββ requirements.txt <- The requirements file for reproducing the analysis environment, e.g. | |
β generated with `pip freeze > requirements.txt` | |
β | |
βββ setup.py <- makes project pip installable (pip install -e .) so src can be imported | |
βββ src <- Source code for use in this project. | |
βΒ Β βββ __init__.py <- Makes src a Python module | |
β β | |
βΒ Β βββ data <- Scripts to download or generate data | |
βΒ Β βΒ Β βββ make_dataset.py | |
β β | |
βΒ Β βββ features <- Scripts to turn raw data into features for modeling | |
βΒ Β βΒ Β βββ build_features.py | |
β β | |
βΒ Β βββ models <- Scripts to train models and then use trained models to make | |
β β β predictions | |
βΒ Β βΒ Β βββ predict_model.py | |
βΒ Β βΒ Β βββ train_model.py | |
β β | |
βΒ Β βββ visualization <- Scripts to create exploratory and results oriented visualizations | |
βΒ Β βββ visualize.py | |
β | |
βββ tox.ini <- tox file with settings for running tox; see tox.readthedocs.io | |
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<p><small>Project based on the <a target="_blank" href="https://drivendata.github.io/cookiecutter-data-science/">cookiecutter data science project template</a>. #cookiecutterdatascience</small></p> | |