This repository contains materials and course projects during attending the Intelligent Systems Course, for more detailed information please have a look at my Final_Report files which have been separately uploaded for each of the projects and consist of all required information about the implementations, analyses, and anything else you may conce…

Recurrent Neural Networks and their fun little usage

Repository containing implementation of Memory Networks neural net architecture (Predecessor of transformer architecture)

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

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

Code for ECMLPKDD23 paper "Graph-level Anomaly Detection via Hierarchical Memory Networks" (HimNet)

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

Collaborative Memory Networks for Recommendation Systems, implementation in PyTorch

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

An implementation of Memory Networks Model (MNM) for protein-protein extraction task

Dynamic Dynamic Topic-Discourse Memory Networks (DTDMN)

Key-Value Memory Networks in PyTorch

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

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

Learning Temporal Interaction Graph Embedding via Coupled Memory Networks (WWW-2020)

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

A Keras implementation of end-2-end memory networks https://arxiv.org/pdf/1503.08895.pdf