memory-network 开源项目推荐（52 个）

declare-lab /conv-emotion

This repo contains implementation of different architectures for emotion recognition in conversations.

carpedm20 /MemN2N-tensorflow

"End-To-End Memory Networks" in Tensorflow

HLTCHKUST /Mem2Seq

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

siyuanzhao /key-value-memory-networks

The implementation of key value memory networks in tensorflow

tebesu /CollaborativeMemoryNetwork

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

alimamarankgroup /HPMN

Lifelong sequential modeling for user response prediction. A comprehensive evaluation framework for our SIGIR 2019 paper.

dapurv5 /neural_kbqa

Knowledge Base Question Answering using memory networks

dongheehand /MemoPainter-PyTorch

An unofficial implementation of MemoPainter(Coloring With Limited Data: Few-shot Colorization via Memory Augmented Networks) using PyTorch framework.

luofuli /word-sense-disambiguation

Incorporating Dictionary Knowledge into Neural Word Sense Disambiguation(ACL 2018)

vlgiitr /dmn-plus

A Pytorch tutorial for implementation of Dynamic memory Network Plus

XiaoyuanYi /WMPoetry

The source codes of Working Memory model for Chinese poetry generation (IJCAI 2018).

milosgajdos /gopfield

Hopfield neural networks in Go

THUNLP-AIPoet /WMPoetry

Source codes of Chinese Poetry Generation with a Working Memory Model (IJCAI 2018)

wengwenchao123 /PM-DMNet

[TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction

sheryl-ai /MemGCN

Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network (ICDM 2018 full paper)

MrGiovanni /SimSID

[IEEE TPAMI 2024] SimSID: unsupervised anomaly detection in chest radiography. SimSID learns the recurrent anatomical patterns of normal chest X-rays and flags deviations, using no anomaly labels in training. +8.0% / +5.0% / +9.9% AUC over prior state of the art on ZhangLab, COVIDx and CheXpert. TPAMI extension of SQUID (CVPR 2023).

Zeta36 /random-memory-adaptation

Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"

Humanity123 /MemNet_ABSA

该项目在 GitHub 上没有填写描述

moon1ite /RMN

Relation Memory Network

clairett /Deep-Memory-Network

Implement deep memory network used for Aspect Level Sentiment Classification