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Kinght_HX's Projects

handson-ml3 icon handson-ml3

Sklearn 与 TensorFlow 机器学习实用指南第三版代码A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hello-algorithm icon hello-algorithm

🌍 针对小白的算法训练 | 包括四部分:①.算法基础 ②.力扣图解 ③.大厂面经 ④.CS_汇总 | 附:1、千本开源电子书 2、百张技术思维导图(项目花了上百小时,希望可以点 star 支持,🌹感谢~)

hellogithub icon hellogithub

:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

interview icon interview

📚 C/C++ 技术面试基础知识总结,包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

interviewguide icon interviewguide

《大厂面试指北》——包括Java基础、JVM、数据库、mysql、redis、计算机网络、算法、数据结构、操作系统、设计模式、系统设计、框架原理。最佳阅读地址:http://notfound9.github.io/interviewGuide/

interviewguide-1 icon interviewguide-1

🔥🔥「InterviewGuide」是阿秀从校园->职场多年计算机自学过程的记录以及学弟学妹们计算机校招&秋招经验总结文章的汇总,包括但不限于C/C++ 、Golang、JavaScript、Vue、操作系统、数据结构、计算机网络、MySQL、Redis等学习总结,坚持学习,持续成长!

javaguide icon javaguide

「Java学习+面试指南」一份涵盖大部分 Java 程序员所需要掌握的核心知识。准备 Java 面试,首选 JavaGuide!

leetcode-master icon leetcode-master

《代码随想录》LeetCode 刷题攻略:200道经典题目刷题顺序,共60w字的详细图解,视频难点剖析,50余张思维导图,支持C++,Java,Python,Go,JavaScript等多语言版本,从此算法学习不再迷茫!🔥🔥 来看看,你会发现相见恨晚!🚀

leetcode-solutions icon leetcode-solutions

LeetCode解答代码My solutions for all (~350) leetcode problems, including premium.

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

machine-learning-notes icon machine-learning-notes

徐亦达教授机器学习笔记My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(2000+页)和视频链接

ml-for-beginners icon ml-for-beginners

机器学习初学者12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

ml-nlp icon ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

opencv icon opencv

Open Source Computer Vision Library

paddle icon paddle

百度飞桨PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)

plotneuralnet icon plotneuralnet

Latex画神经网络图 Latex code for making neural networks diagrams

pml-book icon pml-book

概率机器学习书籍"Probabilistic Machine Learning" - a book series by Kevin Murphy

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