物理信息神经网络（PINN）使用通用函数逼近器将PDE描述的物理定律的知识集成到学习过程中，解决生物和工程系统中的数据稀缺问题。
Physics-informed neural networks(PINN) use universal function approximators to integrate knowledge of physical laws described by PDEs into the learning process, addressing data scarcity in biological and engineering systems. (2024-05-07, Jupyter Notebook, 0KB, 下载0次)
通过构建不同类型的神经网络，如多层感知器、神经网络和神经网络，对科技论文引文网络进行分类…
Classify the category of scientific paper citation network by building different types of neural networks, such as Multilayer Perceptro… (2024-01-21, Jupyter Notebook, 0KB, 下载0次)
纸张CIDER的办公实现——基于反事实不变量扩散的因果子图GNN解释器`
office implement of CIDER for Paper `Counterfactual-Invariant Diffusion-based GNN Explainer for Causal Subgraph Inference` (2023-11-08, Jupyter Notebook, 0KB, 下载0次)
Scaffold GVAE：一种基于多视图图神经网络的可变自动编码器，用于药物分子的支架生成和支架跳跃...，
ScaffoldGVAE: A Variational Autoencoder Based on Multi-View Graph Neural Networks for Scaffold Generation and Scaffold Hopping of Drug Molecules (2023-08-10, Jupyter Notebook, 0KB, 下载0次)
利用TaoMiner联合kg推荐器和sunzhuntu递归知识图嵌入方案进行了基于知识的实验...
Knowledge-based experiments with TaoMiner/joint-kg-recommender and sunzhuntu/Recurrent-Knowledge-Graph-Embedding projects. (2021-06-01, Jupyter Notebook, 35638KB, 下载0次)
Neo4j中的多标签图像分类器和图形数据库本体
Multi-Label Image Classifier and Graphical Database Ontology in Neo4j (2019-02-08, Jupyter Notebook, 4823KB, 下载0次)
使用ReID对行人的外观进行建模，并建立了一个基于神经消息传递（GNN）的跟踪器。
Use ReID to model the appearance of the pedestrians and build a tracker based on Neural Message Passing (GNN). (2022-04-11, Jupyter Notebook, 7114KB, 下载0次)
ICRA 2023论文的官方回购使用带有界Subopt的图转换器加速多Agent规划...
The official repo for ICRA 2023 paper Accelerating Multi-Agent Planning Using Graph Transformers with Bounded Suboptimality (2023-05-25, Jupyter Notebook, 13674KB, 下载0次)
作物土地分类的深度神经网络和有向非循环图网络&作物土地分类深度自动编码器...
Deep Neural Networks and Directed Acyclic Graph Networks for Crop Land Classification & Deep Auto Encoder for Crop Land Clustering (2022-08-27, Jupyter Notebook, 9999KB, 下载0次)
图卷积神经网络作为一种可解释的肺炎分类器
Graph Convolutional Neural Network as an explainable Pneumonia classifier (2022-06-12, Jupyter Notebook, 1726KB, 下载0次)
用于MNIST的图神经网络分类器的自定义稀疏邻接矩阵（先验）的实现
Implementation of a custom Sparse Adjacency Matrix (prior) for a Graph Neural Network classifier for MNIST (2021-02-06, Jupyter Notebook, 737KB, 下载0次)
Nengo神经网络模拟器中计算图的自动优化
Automatic Optimization of the Computation Graph in the Nengo Neural Network Simulator (2022-06-21, Jupyter Notebook, 473KB, 下载0次)
用图神经网络引导的局部Ising解算器加速旅行商问题
Accelerating Travelling Salesman Problems via Graph Neural Network guided localized Ising Solvers (2023-01-17, Jupyter Notebook, 4672KB, 下载0次)