mingli-ai Goto Github PK

awesome-contrastive-learning-and-data-augmentation-rs-paper-code

The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems

awesome-deep-gnn

Papers about developing deep Graph Neural Networks (GNNs)

awesome-fer

Top conferences & Journals focused on Facial expression recognition (FER)/ Facial action unit (FAU)

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-higherordergraph

Collection of papers relating data-driven higher-order graph/networks researches.

awesome-incremental-learning

Awesome Incremental Learning

benchmarking-gnns

Repository for benchmarking graph neural networks

capsgnn

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

contrastive_learning_papers

A list of contrastive Learning papers

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

d2l-zh-pytorch-slides

Pytorch版代码幻灯片

deepknowledgetracing

Pytorch implementation for Deep Knowledge tracing

deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

dimensionality_reduction_alo_codes

PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

dkt

deep knowledge tracing / tensorflow implement

educdm

The Model Zoo of Cognitive Diagnosis Models, including classic Item Response Ranking (IRT), Multidimensional Item Response Ranking (MIRT), Deterministic Input, Noisy "And" model(DINA), and advanced Fuzzy Cognitive Diagnosis Framework (FuzzyCDF), Neural Cognitive Diagnosis Model (NCDM) and Item Response Ranking framework (IRR).

edudata

Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education

eduktm

The Model Zoo of Knowledge Tracing Models

external-attention-pytorch

Pytorch implementation of various Attention Mechanism

favest

Fast Vector Spherical Harmonic Transforms

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcnii

PyTorch implementation of "Simple and Deep Graph Convolutional Networks"

gdc

Graph Diffusion Convolution, as proposed in "Diffusion Improves Graph Learning" (NeurIPS 2019)

gmnn

gnn-based-recommendation

GNN-based Recommendation

gnn-recommender-systems

An index of recommendation algorithms that are based on Graph Neural Networks.

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graph-based-nn

Graph Convolutional Networks (GCNs)

graph-neural-networks.github.io

This repo is for hosting our GNN book titled "Graph Neural Networks: Foundations, Frontiers, and Applications".