Pinned Repositories
KTeleBERT
[Paper][ICDE 2023] Tele-Knowledge Pre-training for Fault Analysis
annotated_deep_learning_paper_implementations
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback, vit), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, distillation, etc.
AutoSF
Y. Zhang, Q. Yao, W. Dai, L. Chen. AutoSF: Searching Scoring Functions for Knowledge Graph Embedding. IEEE International Conference on Data Engineering (ICDE). 2020
BOPS
BoxE
Implementation of the BoxE model from the NeurIPS 2020 paper "BoxE: A Box Embedding Model for Knowledge Base Completion". Also includes a visualization tool, BoxEViz, to show the evolution of boxes over training.
Deep_to_learning
This is the code of Dive-into-DL-PyTorch
DeepKE
An Open Toolkit for Knowledge Base Population（DeepKE是一个支持低资源、长篇章的开源知识抽取工具，具备命名实体识别、关系抽取和属性抽取等功能）
AnKGE
[Paper][AAAI2023] Analogical Inference Enhanced Knowledge Graph Embedding
NeuralKG
[Tool] For Knowledge Graph Representation Learning
NeuralKG-ind
Modberge's Repositories
Modberge/annotated_deep_learning_paper_implementations
🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback, vit), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, distillation, etc.
Modberge/AutoSF
Y. Zhang, Q. Yao, W. Dai, L. Chen. AutoSF: Searching Scoring Functions for Knowledge Graph Embedding. IEEE International Conference on Data Engineering (ICDE). 2020
Modberge/BOPS
Modberge/BoxE
Implementation of the BoxE model from the NeurIPS 2020 paper "BoxE: A Box Embedding Model for Knowledge Base Completion". Also includes a visualization tool, BoxEViz, to show the evolution of boxes over training.
Modberge/Deep_to_learning
This is the code of Dive-into-DL-PyTorch
Modberge/DeepKE
An Open Toolkit for Knowledge Base Population（DeepKE是一个支持低资源、长篇章的开源知识抽取工具，具备命名实体识别、关系抽取和属性抽取等功能）
Modberge/deeplearning-models
A collection of various deep learning architectures, models, and tips
Modberge/DeepPath
code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"
Modberge/DUET
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning [AAAI 2023]
Modberge/fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
Modberge/OpenUE
OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Extraction from Text)
Modberge/Digital_Life_Server
Yet another voice assistant, but alive.
Modberge/hello-world
Modberge/KGEmb
Hyperbolic Knowledge Graph embeddings.
Modberge/KRLPapers
Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)
Modberge/learn_dl
Deep learning algorithms source code for beginners
Modberge/LGCN
Source code for WWW 2021 paper "Lorentzian Graph Convolutional Networks"
Modberge/NeuralKG-dev
An Open Source Library for Diverse Representation Learning of Knowledge Graphs
Modberge/NeuralKG-ind
Modberge/relationPrediction
ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
Modberge/SE-GNN
Semantic Evidence aware Graph Neural Network (SE-GNN) for Knowledge Graph Embedding task (AAAI'22).
Modberge/SNKRX
A replayable arcade shooter where you control a snake of heroes.
Modberge/spark-distributed-louvain-modularity
Spark / graphX implementation of the distributed louvain modularity algorithm
Modberge/SRNS
Our implementation of neurips'20 paper "Simplify and Robustify Negative Sampling for Implicit Collaborative Filtering"
Modberge/UKGE
Code and data for paper "Embedding Uncertain Knowledge Graphs"