memory-networks 开源项目推荐（48 个）

brightmart /text_classification

all kinds of text classification models and more with deep learning

EagleW /PaperRobot

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

domluna /memn2n

End-To-End Memory Network using Tensorflow

ganeshjawahar /mem_absa

Aspect Based Sentiment Analysis using End-to-End Memory Networks

hugochan /BAMnet

Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

chaitjo /personalized-dialog

Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)

siyuanzhao /automated-essay-grading

Source code for the paper A Memory-Augmented Neural Model for Automated Grading

RUSH-LAB /LSH_Memory

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

lc222 /key-value-MemNN

“Key-Value Memory Networks for Directly Reading Documents”的tensorflow实现方案，使用的数据集是MovieQA

sunnysai12345 /KVMemnn

Key value memory network implemented using keras

mirkofr /FERNme

A lightweight memory engine for AI agents using fuzzy graphs, Hebbian updates, and optional LLM gating.

iLearn-Lab /MM2023-FGKVMemPred_video

Official repository of the "Fine-grained Key-Value Memory Enhanced Predictor for Video Representation Learning" (ACM MM 2023)

aykutaaykut /Memory-Networks

Re-implementation of Memory Networks (MemNN) paper of Facebook AI Research Lab.

dair-iitd /BossNet

BossNet: Disentangling Language and Knowledge in Task Oriented Dialogs

IGITUGraz /H-Mem

Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks

aukhanee /FactQA

An implementation of Factoid Question Answering presented in Large-scale Simple Question Answering with Memory Networks

IamAdiSri /cmn4recosys

Collaborative Memory Networks for Recommendation Systems, implementation in PyTorch

SpringerNLP /Chapter9

Chapter 9: Attention and Memory Augmented Networks

sandrobarna /pytorch_memn2n

PyTorch implementation of the End-to-End Memory Network with attention layer vizualisation support.

JingweiZuo /GCN-M

Repository for the paper "Graph Convolutional Networks for Traffic Forecasting with Missing Values" in DMKD'22