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dopggy's Projects

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

algo icon algo

数据结构和算法必知必会的50个代码实现

awesome-books icon awesome-books

160+ 本技术类精华电子书开源了,免费下载,包括 前端、后端、数据结构与算法、计算机基础、设计模式、数据库等书籍

cs-notes icon cs-notes

:books: Computer Science Learning Notes

cv-papers icon cv-papers

计算机视觉相关论文整理、记录、分享; 包括图像分类、目标检测、视觉跟踪/目标跟踪、人脸识别/人脸验证、OCR/场景文本检测及识别等领域。欢迎加星,欢迎指正错误,同时也期待能够共同参与!!! 持续更新中... ...

data-science-pro icon data-science-pro

Regularly Updated | Collection of the best Data Science Material from the Web | Covering Everything from Books, Courses along with Material, Research Papers, and Interview Prep to Cheatsheet as well.

digital-image-processing icon digital-image-processing

冈萨雷斯《数字图像处理》第三版-课后习题答案;《数字图像处理(matlab版)》-源代码及图片 DIP

dummylua-tutorial icon dummylua-tutorial

这是一个仿制lua解释器的项目,我希望通过逐步实现lua解释器的各个部分,更加深刻地掌握lua的基本结构和运作原理。

leeml-notes icon leeml-notes

李宏毅《机器学习》笔记,在线阅读地址:https://datawhalechina.github.io/leeml-notes

machine-learning icon machine-learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

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!

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。

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