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huang-tie's Projects

ae-com-roadmap icon ae-com-roadmap

Collections of Papers and Codes about Communication Systems Built by Autoencoder

android2 icon android2

《Android Studio开发实战:从零基础到App上线》随书源码(全面添加注释版)

apijson icon apijson

🚀 零代码、热更新、全自动 ORM 库,后端接口和文档零代码,前端(客户端) 定制返回 JSON 的数据和结构。 🚀 A JSON Transmission Protocol and an ORM Library for automatically providing APIs and Docs.

autoencoder-based-communication-system icon autoencoder-based-communication-system

Tensorflow Implementation and result of Auto-encoder Based Communication System From Research Paper : "An Introduction to Deep Learning for the Physical Layer" http://ieeexplore.ieee.org/document/8054694/

claude icon claude

End-to-end learning of optical communication systems

dsp icon dsp

Lecture notes on digital signal processing

dsp-library icon dsp-library

MATLAB library of DSP functions for optical communications

interview icon interview

Interview = 简历指南 + LeetCode + Kaggle

mathematics icon mathematics

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

mathmodel icon mathmodel

研究生数学建模,本科生数学建模、数学建模竞赛优秀论文,数学建模算法,LaTeX论文模板,算法思维导图,参考书籍,Matlab软件教程,PPT

ml-in-action icon ml-in-action

出版书籍《机器学习入门到实践——MATLAB实践应用》一书中的实例程序。涉及监督学习,非监督学习和强化学习。(code for book "Machine Learning Introduction & action in MATLAB")

opticalfibreml icon opticalfibreml

Data and code for the paper "Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres" published at NIPS 2018

osa-networks-one-shot-learning icon osa-networks-one-shot-learning

This repository contains the implementation used to generate the results presented in the paper "One-Shot Learning for Modulation Format Identification in Evolving Optical Networks" presented at the Postdeadline Paper Session of the 2019 OSA Advanced Photonics Congress.

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