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✔(已完结)最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】

Jupyter Notebook 13,534 1,603 Updated Sep 27, 2025

《Pytorch实用教程》(第二版)无论是零基础入门,还是CV、NLP、LLM项目应用,或是进阶工程化部署落地,在这里都有。相信在本书的帮助下,读者将能够轻松掌握 PyTorch 的使用,成为一名优秀的深度学习工程师。

Jupyter Notebook 4,102 452 Updated Jan 27, 2025

深度学习100例、深度学习DL、图片分类、目标识别、目标检测、自然语言处理nlp、文本分类、TensorFlow、PyTorch

Jupyter Notebook 2,526 413 Updated Sep 22, 2025

《深入浅出图神经网络:GNN原理解析》配套代码

Jupyter Notebook 1,879 475 Updated Feb 24, 2021

《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。

Jupyter Notebook 1,642 188 Updated Sep 26, 2025

Notes on Scientific Computing for Biomechanics and Motor Control

Jupyter Notebook 446 265 Updated Sep 15, 2025

B站GNN教程资料

Jupyter Notebook 173 21 Updated Sep 5, 2024

Parameterized Explainer for Graph Neural Network

Jupyter Notebook 139 16 Updated Feb 23, 2024

图神经网络(图卷积网络) 个人学习总结

Jupyter Notebook 122 24 Updated Dec 22, 2022

图神经网络、图卷积网络、图注意力网络、图自编码网络、时空图神经网络等论文合集。

Jupyter Notebook 103 16 Updated Apr 27, 2025

图神经网络(GNN)学习笔记

Jupyter Notebook 76 13 Updated Jun 15, 2021

SAGE-E source code and RoomGraph dataset for classifying room types for semantic enrichment BIM models.

Jupyter Notebook 21 5 Updated May 30, 2025

Extract muscle synergies from experimental data obtained using Vicon Nexus using non-negative matrix factorisation.

Jupyter Notebook 19 Updated Feb 25, 2022

Biomechanical modeling in Google Colab

Jupyter Notebook 19 5 Updated Nov 28, 2023

图神经网络入门学习

Jupyter Notebook 5 Updated May 5, 2025
Jupyter Notebook 4 1 Updated Apr 15, 2025

Implemented a Physics-Informed Graph Neural Network (GNN) inspired by Google DeepMind’s research to simulate particle dynamics with high accuracy (96.2%). The model leverages PyTorch, GNNs, and tra…

Jupyter Notebook 3 Updated Jul 20, 2024

100-Days-Of-ML-Code中文版

Jupyter Notebook 1 Updated May 27, 2019

A repository for structural GNN

Jupyter Notebook 1 Updated Sep 12, 2025

Open source implementation of "StructureGraph: A universal performance evaluation method for engineering structures via heterogeneous graph neural network"

Jupyter Notebook 1 Updated Aug 27, 2025