├── .DS_Store ├── .README.md.swp ├── LICENSE ├── README.md ├── README.md~ ├── code ├── __pycache__ │ ├── generate_dataset.cpython-36.pyc │ ├── lstm_encoder_decoder.cpython-36.pyc │ └── plotting.cpython-36.pyc ├── example.py ├── generate_dataset.py ├── lstm_encoder_decoder.py ├── plots │ ├── .DS_Store │ ├── predictions.png │ ├── synthetic_time_series.png │ ├── train_test_split.png │ └── windowed_data.png └── plotting.py └── figures ├── .DS_Store ├── encoder_decoder.png ├── hawking.jpg ├── mixed_teacher_forcing.png ├── recursive.png ├── teacher_forcing.png └── windowed_dataset.png /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/.DS_Store -------------------------------------------------------------------------------- /.README.md.swp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/.README.md.swp -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/README.md -------------------------------------------------------------------------------- /README.md~: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/README.md~ -------------------------------------------------------------------------------- /code/__pycache__/generate_dataset.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/__pycache__/generate_dataset.cpython-36.pyc -------------------------------------------------------------------------------- /code/__pycache__/lstm_encoder_decoder.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/__pycache__/lstm_encoder_decoder.cpython-36.pyc -------------------------------------------------------------------------------- /code/__pycache__/plotting.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/__pycache__/plotting.cpython-36.pyc -------------------------------------------------------------------------------- /code/example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/example.py -------------------------------------------------------------------------------- /code/generate_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/generate_dataset.py -------------------------------------------------------------------------------- /code/lstm_encoder_decoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/lstm_encoder_decoder.py -------------------------------------------------------------------------------- /code/plots/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/plots/.DS_Store -------------------------------------------------------------------------------- /code/plots/predictions.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/plots/predictions.png -------------------------------------------------------------------------------- /code/plots/synthetic_time_series.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/plots/synthetic_time_series.png -------------------------------------------------------------------------------- /code/plots/train_test_split.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/plots/train_test_split.png -------------------------------------------------------------------------------- /code/plots/windowed_data.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/plots/windowed_data.png -------------------------------------------------------------------------------- /code/plotting.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/code/plotting.py -------------------------------------------------------------------------------- /figures/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/figures/.DS_Store -------------------------------------------------------------------------------- /figures/encoder_decoder.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/figures/encoder_decoder.png -------------------------------------------------------------------------------- /figures/hawking.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/figures/hawking.jpg -------------------------------------------------------------------------------- /figures/mixed_teacher_forcing.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/figures/mixed_teacher_forcing.png -------------------------------------------------------------------------------- /figures/recursive.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/figures/recursive.png -------------------------------------------------------------------------------- /figures/teacher_forcing.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/figures/teacher_forcing.png -------------------------------------------------------------------------------- /figures/windowed_dataset.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lkulowski/LSTM_encoder_decoder/HEAD/figures/windowed_dataset.png --------------------------------------------------------------------------------