A Discussion on Solving Partial Differential Equations using Neural Networks

Examples implementing physics-informed neural networks (PINN) in Pytorch

更新2008年版本的《上海交通大学生存手册》gitbook发布于https://survivesjtu.gitbook.io/survivesjtumanual/

https://survivesjtu.github.io/SJTU-Application/#/

真随机音乐播放器！使用量子随机源产生的随机数来控制播放win10电脑里的音乐。

🏡 GitHub Pages template for personal academic homepage

中国科学院大学 国科大课件ppt，主要课程为模式识别，深度学习，高级人工智能

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

LaTeX Thesis Template for the University of Chinese Academy of Sciences

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…

A temporarily alternate forum of `bbs.ctex.org`

Fuzzy Logic SciKit (Toolkit for SciPy)

LaTeX Cookbook, published by Packt

数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合

学习机器学习与深度学习的代码，主要为sklearn与pytorch

Examples from the book Unlocking LaTeX Graphics: A Concise Guide to TikZ/PGF and PGFPLOTS. See https://latex-graphics.com for more details.

《机器学习》（西瓜书）代码实战

Exercises answers to the book "machine-learning" written by Prof. Zhou Zhihua of Nanjing University

纯python实现机器学习算法,非套用sk-learn

Tutorial on PhD Application

A curated list of resources for using LLMs to develop more competitive grant applications.

用Python实现了《数学建模算法与应用》第二版中的部分示例代码. (原书中使用的是Matlab)

数学建模常见模型及Python实现

Machine learning, in numpy

Learning Resources And Links Of Machine Learning（updating）

My personal notes