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Frost's Projects

cs-base icon cs-base

图解计算机网络、操作系统、计算机组成、数据库，共 1000 张图 + 50 万字，破除晦涩难懂的计算机基础知识，让天下没有难懂的八股文！🚀 在线阅读：https://xiaolincoding.com

cv icon cv

✔（已完结）最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】

d2l-zh icon d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

datawhale_learning icon datawhale_learning

Datawhale_Learning涵盖了AI领域从理论知识到动手实践的学习内容

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

frost icon frost

Config files for my GitHub profile.

full-stack-fastapi-template icon full-stack-fastapi-template

Full stack, modern web application template. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more.

hello-algo icon hello-algo

《Hello 算法》：动画图解、一键运行的数据结构与算法教程，支持 Python, C++, Java, C#, Go, Swift, JS, TS, Dart, Rust, C, Zig 等语言。English edition ongoing

javafamily icon javafamily

【Java面试+Java学习指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

jgtaomall icon jgtaomall

注：外接的N手项目，仅开源供大家学习使用，禁止从事商业活动，如出现一切法律问题自行承担！！！

leetcode icon leetcode

🔥LeetCode solutions in any programming language | 多种编程语言实现 LeetCode、《剑指 Offer（第 2 版）》、《程序员面试金典（第 6 版）》题解

leetcode-book icon leetcode-book

《剑指 Offer》 Python, Java, C++ 解题代码，LeetBook《图解算法数据结构》配套代码仓

machine-learning-book icon machine-learning-book

《机器学习宝典》包含：谷歌机器学习速成课程（招式）+机器学习术语表（口诀）+机器学习规则（心得）+机器学习中的常识性问题 （内功）。该资源适用于机器学习、深度学习研究人员和爱好者参考！

mcts_gobang icon mcts_gobang

最基本的基于蒙特卡洛搜索树(MCTS)的五子棋。

omega_gomoku_ai icon omega_gomoku_ai

♟♟♟♟♟ A Gomoku game AI based on Monte Carlo Tree Search, can be trained on policy-value network now. 一个蒙特卡洛树搜索算法实现的五子棋 AI，现可用神经网络训练模型。

pushell icon pushell

python写的堡垒机/运维平台，使用手机动态令牌实现二次验证

python_practise icon python_practise

python 基础学习--《图解算法》 + 《python从入门到实践》+ 《Python编程快速上手 让繁琐工作自动化.pdf》

qt-learning-guide icon qt-learning-guide

🔋从零开始上手的Qt教程🔋 📟Qt学习指南📟 循序渐进的学习指南，生动的绘图展示，🌈缤纷色彩搭配，✏️适合初学者✏️ 门槛低 集合Qt的高评参考资料

reinforcement-learning-in-tsumego icon reinforcement-learning-in-tsumego

利用强化学习、基于蒙特卡洛树搜索的UCT算法解决围棋死活题问题。Inplement improved Reinforcement Learning and UCT algorithms (based on Monte Carlo Tree Search) on Go/Tsumego problems

simplest-web icon simplest-web

前后端分离项目基于simplest-web可以快速构建基于Web Json API格式的统一通讯交互

single_instruction_cycle_openmips icon single_instruction_cycle_openmips

通过学习《自己动手写CPU》，将书中实现的兼容MIPS32指令集架构的处理器——OpenMIPS（五级流水线结构），简化成单指令周期实现的处理器

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