MemoryNetworks

"End-To-End Memory Networks" in Pytorch

Requirements

• pytorch 0.4.0

Dataset

• wget http://www.thespermwhale.com/jaseweston/babi/tasks_1-20_v1-2.tar.gz
• tar xzvf ./data/tasks_1-20_v1-2.tar.gz
• put it into the data folder

Reference

• "End-To-End Memory Networks"->[http://arxiv.org/abs/1503.08895]
• 知乎专栏介绍->[https://zhuanlan.zhihu.com/p/29679742]

Result

任务集	Acc
task1	acc:100.00%
task2	acc:99.48%
task3	acc:86.59%
task4	acc:78.65%
task5	acc:98.57%
task6	acc:99.87%
task7	acc:94.01%
task8	acc:98.96%
task9	acc:97.66%
task10	acc:91.15%
task11	acc:93.36%
task12	acc:100.00%
task13	acc:93.75%
task14	acc:100.00%
task15	acc:100.00%
task16	acc:46.74%
task17	acc:60.29%
task18	acc:57.94%
task19	acc:22.27%
task20	acc:100.00%