Jupyter notebooks for the code samples of the book "Deep Learning with Python"

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

https://hrl.boyuai.com/

We are building an open database of COVID-19 cases with chest X-ray or CT images.

Implementation of Protograph LDPC error correction codes

在当前的数字时代，随着网络攻击日益复杂和频繁，网络安全成为了保障信息安全的重中之重。尤其是在网络入侵检测领域，传统的基于规则的检测方法已经难以应对日新月异的攻击技术。因此，利用深度学习技术进行网络入侵检测成为了研究的新趋势。本项目旨在开发一种基于卷积神经网络（CNN）和Transformer的网络入侵检测系统（IntrusionDetectNet），旨在提高检测速度和准确性，降低误报率，为网…

Importance Sampling and Linear Programming based Enumerating and Weighing of Trapping sets in LDPC codes, ISING models and related DNN Arch( Transformer, RBM, BM, SPN und etc),

These codes aim to model a communication system by AutoEncoders and simulate its authentication based on Hanzo papers