LSTM Keras Neural Network to predict ship location using Danish AIS data
Data Found Here ftp://ftp.ais.dk/ais_data/ - CSV files too large to include in repository
├── README.md <- The top-level README.
├── data
│ ├── interim <- Intermediate data that has been transformed.
│ ├── processed <- The final, canonical data sets for modeling. In .npz format.
│ └── raw <- The original, immutable data dump.
│
├── models <- Trained and serialized models, model predictions, or model summaries
│
├── references <- Data dictionaries, manuals, and all other explanatory materials.
│
├── reports <- Generated analysis as HTML, PDF, LaTeX, etc.
│ └── figures <- Generated graphics and figures to be used in reporting
│
├── requirements.txt <- The requirements file for reproducing the analysis environment, e.g.
│ generated with `pip freeze > requirements.txt`
│
├── setup.py <- makes project pip installable (pip install -e .) so src can be imported
├── src <- Source code for use in this project.
│ ├── __init__.py <- Makes src a Python module
│ │
│ ├── data <- Scripts to download or generate data
│ │ ├── pull_danish_data.py
│ │
│ ├── preproc <- Scripts to turn raw data into features for modeling
│ │ ├── danish_preproc.py
│ │
│ ├── models <- Scripts to train models and then use trained models to make
│ │ │ predictions
│ │ ├── danish_predict_model.py
│ │ ├── danish_train_model.py
│ │
│ └── visualization <- Scripts to create exploratory and results oriented visualizations
│ ├── danish_graph_tracks.py
│
│
│
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