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This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
Source code for QGTC-Net: QGTC-Net: Query-Guided Temporal Confidence Network for Noisy Temporal Knowledge Graph Reasoning
Discovering Latent Relationship for Temporal Knowledge Graph Reasoning
code for Structure-Conditioned Diffusion for Temporal Knowledge Graph Reasoning
Official code of the paper "Fine-Grained Prototypes Distillation for Few-Shot Object Detection (AAAI 2024)"
A pytorch library for graph and hypergraph computation.
[LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
A curated list of Knowledge Graph related learning materials, databases, tools and other resources
Reproducing the paper: "Time2Vec: Learning a Vector Representation of Time" - https://arxiv.org/pdf/1907.05321.pdf
Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric
Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning"
Code Repository for MS20190155
PersonGraphDataSet, nearly 10 thousand person2person relationship facts。 人物图谱数据集，近十万的人物关系图谱事实数据库，通过人物关系抽取算法抽取+人工整理得出，可用于人物关系搜索、查询、人物关系多跳问答，以及人物关系推理等场景提供基础数据。
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
Source code and dataset for paper "Cognitive Knowledge Graph Reasoning for One-shot Relational Learning"
[Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding
This is the official code release of the following paper: Zixuan Li, Xiaolong Jin, Wei Li, Saiping Guan, Jiafeng Guo, Huawei Shen, Yuanzhuo Wang and Xueqi Cheng. Temporal Knowledge Graph Reasoning …
This code pattern is a data science driven solution that uses machine learning to build a knowledge graph of the client associations network and related events from data available as open source an…
This repo contains the data and codes for the paper submitted to ACM TKDD, titled "A Compact Vulnerability Knowledge Graph for Risk Assessment".
The POLAR Framework: polar Opposites Enable Interpretability of Pre-Trained Word Embeddings
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
Mastering Machine Learning Algorithms Second Edition, published by Packt
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning
The code of paper Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs. Jiajun Chen, Huarui He, Feng Wu, Jie Wang. AAAI 2021.
Regulating contagion risk to curb the systemic crisis in loan networks though deep graph learning