实用机器学习

machine learning and pattern recognition

multidimensional particle swarm optimization for machine learning and pattern recognition

PRML pattern recognition and machine learning (最完整，包括学习笔记，习题答案，中文版，英文版电子档)

PRML pattern recognition and machine learning (最完整，包括学习笔记，习题答案，中文版，英文版电子档)

Pattern Recognition and Machine Learning中文版

尽管Bishop的行文很优美，有时候简直可以拿出来当speech背诵，但是对于理论的理解还是母语比较稳妥和踏实。

《Pattern recognition and machine learning》第一章 笔记

《Pattern recognition and machine learning》第一章 笔记 pdf

Pattern Recognition And Machine Learning中英文教程以及完整英文答案

机器学习书籍Pattern Recognition And Machine Learning《模式识别及机器学习》的中英文教程以及完整的英文答案

Pattern Recognition and Machine Learning英文版

国外英文原版教材，Christopher M. Bishop springer出版

Pattern Recognition and Machine Learning 英文版

Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the past ten years. In particular, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic models. Also, the practical applicability of Bayesian methods has been greatly enhanced through the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation. Similarly, new models based on kernels have had significant impact on both algorithms and applications. This new textbook reflects these recent developments while providing a comprehensive introduction to the fields of pattern recognition and machine learning. It is aimed at advanced undergraduates or first year PhD students, as well as researchers and practitioners, and assumes no previous knowledge of pattern recognition or machine learning concepts. Knowledge of multivariate calculus and basic linear algebra is required, and some familiarity with probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory. Because this book has broad scope, it is impossible to provide a complete list of references, and in particular no attempt has been made to provide accurate historical attribution of ideas. Instead, the aim has been to give references that offer greater detail than is possible here and that hopefully provide entry points into what, in some cases, is a very extensive literature. For this reason, the references are often to more recent textbooks and review articles rather than to original sources.

Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning, Christopher M. Bishop

PRML笔记Notes_on_Pattern_Recognition_and_Machine_Learning

非常实用 确实对刚刚入门或者还没入门的人帮助特别大

PRML读书笔记

Pattern Recognition and Machine Learning的读书会笔记合集

prml读书笔记

PRML笔记-Notes on Pattern Recognition and Machine Learning、PRML读书会合集打印版和个人prml读书报告

模式识别和机器学习笔记

Pattern Recognition and Machine Learning Probability Distribution Linear Models Regression ...

机器学习经典书籍笔记

Pattern Recognition and Machine Learning的笔记，配合看效果很好，

模式识别与机器学习官方笔记与代码

模式识别与机器学习 官方源代码与学习笔记 学习参考 Python codes implementing algorithms described in Bishop's book "Pattern Recognition and Machine Learning

机器学习笔记 huangwx.rar

主要参考资料是周志华教授的《机器学习》，此外还参考了NTU 2018 Machine Learning、Stanford CS229、李航教授《统计学习方法》以及《Pattern Recognition and Machine Learning》。

该项目是关于机器学习经典书籍的学习.zip

该项目是关于机器学习经典书籍《Pattern Recognition and Machine Learning》的学习笔记，我用python实现了书中的一些实例，希望帮助感兴趣的人更好的理解 软件开发设计：应用软件开发、系统软件开发、移动应用开发...

books:programming所有编程语言书籍

数据分析The Elements of Statistical LearningMathematical Methods for Physics and Engineering模式识别与机器学习(Pattern Recognition And Machine Learning)算法珠玑GolangGolang标准库文档GoWeb编程Go学习...

Machine-Learning-Pattern-Recognition:Polito的ML和模式识别课程中的笔记，练习和实验

机器学习模式识别

PRML高清打印版附上习题答案和笔记

Bishop的经典。模式识别机器学习必看。

完整车牌号识别程序，可以识别车牌和颜色，可以集成到项目中 支持win7+

基于.Net开发车牌号识别程序，通过控制台输出结果，可以通过启动参数传入地址，集成到项目中。 使用介绍：https://blog.csdn.net/billyyi/article/details/138597795

ChatGPT教程（终极版）最全整理

这是一篇动了某些人利益的良心教程。 这是一篇姗姗来迟的ChatGPT教程。 纯小白关于ChatGPT入门，你看我这篇文章就够了。 如果你已经用上了ChatGPT，更要恭喜你挖到宝藏，后面的高级技巧一定能让你有收获。 文章包含以下内容： 一、ChatGPT是啥？有什么用； 二、ChatGPT如何注册； 三、ChatGPT使用方法； 四、用ChatGPT搞钱； 五、高级技巧；

博客中Kmeans以及FCM算法数据（免积分）

博客中Kmeans以及FCM算法的数据，包括IRIS鸢尾花数据集、Wine葡萄酒数据集、Seed小麦种子数据集、glass数据集、WDBD乳腺癌数据集，下载在直接存入项目文件夹即可，如果下载不了，可以私信我，看到后会及时回复。

神经网络回归预测--气温数据集

神经网络回归预测--气温数据集

hugging face的models-openai-clip-vit-large-patch14文件夹

用于无法访问hugging face并需要运行stable-diffusion-webui时使用