AI/ML Notes
This directory contains automatically uploaded daily notes on machine learning, with more than 100 posts of varying quality.
Articles on Python
Here contains over 130 articles on python learning and algorithms written in python. Many of them were written long ago. Comments are welcome.
Software Engineering Notes
My undergraduate major is software engineering. This category contains some software engineering codes, tools and methods.
📚最新笔记
对比学习Python实现
No Comments[latexpage] 对比学习是一种通过对比正反两个例子来学习表征的自监督学习方法。对于自监督对比学习，下一个 ... 阅读更多
迁移学习模型DANN实现
No CommentsIndividual differences in EEG signals lead to the poor generalization ability of EEG-based affective m …
逻辑回归模型及变体实现
No Comments[latexpage] logistic回归又称logistic回归分析，是一种广义的线性回归分析模型，常用于数据挖掘，疾病自动诊断，经济预 ... 阅读更多
生成对抗网络GAN图像生成实例
No Comments[latexpage] 本文实现了DCGAN [1]，这是一种生成对抗网络。DCGAN模型将完全连接层替换为全局池层。众所周知，GAN的目的是 ... 阅读更多
知识图谱中的结构信息建模
No Comments什么是知识图谱 全球最具权威的IT研究与顾问咨询公司高德纳发布了2020年AI领域技术成熟度曲线，其中知识图谱 ... 阅读更多
ICLR2021图神经网络与知识图谱相关论文
1 CommentTheory HOW NEURAL NETWORKS EXTRAPOLATE: FROM FEEDFORWARD TO GRAPH NEURAL NETWORKS 作者研究 ... 阅读更多
速读-对抗攻击的弹性异构DNN加速器体系结构
No CommentsPaper: Wang, Xingbin, et al. "Dnnguard: An elastic heterogeneous dnn accelerator architecture again …
知识图谱应用Github仓库（长期更新）
7 Comments知识图谱可视化Demo Github: https://github.com/xyjigsaw/Knowledge-Graph-And-Visualization-Demo 本项目 ... 阅读更多