├── .gitignore ├── LICENSE ├── copy_task.py ├── copy_task_config.json ├── copy_task_v2.py ├── images ├── LSTM_five_hot.png ├── LSTM_one_hot.png ├── MANN_five_hot.png ├── MANN_one_hot.png ├── copy_task_head.png └── copy_task_loss.png ├── model.py ├── model_v2.py ├── ntm ├── __init__.py ├── mann_cell.py ├── mann_cell_2.py ├── mann_cell_v2.py ├── ntm_cell.py └── ntm_cell_v2.py ├── one_shot_learning.py ├── readme.md └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/LICENSE -------------------------------------------------------------------------------- /copy_task.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/copy_task.py -------------------------------------------------------------------------------- /copy_task_config.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/copy_task_config.json -------------------------------------------------------------------------------- /copy_task_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/copy_task_v2.py -------------------------------------------------------------------------------- /images/LSTM_five_hot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/images/LSTM_five_hot.png -------------------------------------------------------------------------------- /images/LSTM_one_hot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/images/LSTM_one_hot.png -------------------------------------------------------------------------------- /images/MANN_five_hot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/images/MANN_five_hot.png -------------------------------------------------------------------------------- /images/MANN_one_hot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/images/MANN_one_hot.png -------------------------------------------------------------------------------- /images/copy_task_head.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/images/copy_task_head.png -------------------------------------------------------------------------------- /images/copy_task_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/images/copy_task_loss.png -------------------------------------------------------------------------------- /model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/model.py -------------------------------------------------------------------------------- /model_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/model_v2.py -------------------------------------------------------------------------------- /ntm/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /ntm/mann_cell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/ntm/mann_cell.py -------------------------------------------------------------------------------- /ntm/mann_cell_2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/ntm/mann_cell_2.py -------------------------------------------------------------------------------- /ntm/mann_cell_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/ntm/mann_cell_v2.py -------------------------------------------------------------------------------- /ntm/ntm_cell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/ntm/ntm_cell.py -------------------------------------------------------------------------------- /ntm/ntm_cell_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/ntm/ntm_cell_v2.py -------------------------------------------------------------------------------- /one_shot_learning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/one_shot_learning.py -------------------------------------------------------------------------------- /readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/readme.md -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/snowkylin/ntm/HEAD/utils.py --------------------------------------------------------------------------------