This is a repository that has my work on Memory Networks using various libraries.
The meomory networks are based on https://arxiv.org/abs/1410.3916
Though they are modified to be used in a more practical sense (i.e. weakly supervised, back-prop enabled), known as End-to-end memory networks, as shown in https://arxiv.org/abs/1503.08895
Check the individal files for more details.
Adding the baseline model for babi tasks.
This is the first model and is used to run the bAbI tasks.
To run the first model use the files memn2n_simple.py, data_utils.py and model.py
This file has the End-to-End Memory Network. I will add further details of the model soon.
This file has the necessary functions to load any bAbI task.
To run the model, execute in terminal python3 memn2n_simple.py . For further help run the command python3 memn2n_simple.py --help .