Python相关资料 An Introduction to Statistical Learning 下载积分: 700 内容提示: Springer Texts in StatisticsSeries Editors:G. CasellaS. FienbergI. OlkinFor further volumes:http://www.springer.com/series/417 文档格式:PDF | 页数:440 | 浏览次数:77 | 上传日期:2022-07-07 18:21:39 | 文档星级:...
基于Kaggle⼼脏病数据集的数据分析和分类预测-StatisticalLearning统。。。 基于Kaggle⼼脏病数据集的数据分析和分类预测-StatisticalLearning统计学习实验报告 ⼀、实验准备 本数据来源于 aggle,包含14个维度,303个样本,具体的变量说明如下表所⽰。 变变量量名名 详详细细说说明明 取取值值范范围围 target 是否...
Statistical Learning Theory (Spring 2021) 他方星云 71670 48:49:16 中英字幕MIT统计2019:Fundamentals of Statistics,18.6501x 从前有个傳說 18:57:47 斯坦福大学《统计学习导论2023Python版_An Introduction to Statistical Learning with Python》 安心嘻嘻嘻 ...
"The Elements of Statistical Learning" Notebooks Reproducing examples from the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman with Python and its popular libraries: numpy, math, scipy, sklearn, pandas, tensorflow, statsmodels, sympy, catboost, pyearth,...
Each edition contains a lab at the end of each chapter, which demonstrates the chapter’s concepts in either R or Python. The chapters cover the following topics: What is statistical learning? Regression Classification Resampling methods Linear model selection and regularization ...
an introduction to statistical learning python 摘要: I.统计学习简介 A.统计学习的定义 B.统计学习的重要性 II.Python 在统计学习中的应用 A.Python 的优势 B.Python 的统计学习库 III.统计学习的基本概念 A.数据集的表示 B.监督学习和无监督学习 C.模型的评估和选择 IV.常见的统计学习方法 A.线性回归 B...
This textbook approaches the essence of machine learning and data science by considering math problems and building Python programs.\nAs the preliminary part, Chapter 1 provides a concise introduction to linear algebra, which will help novices read further to the following main chapters. Those ...
History 3 Commits a. 感知机 b. k近邻法 c. 朴素贝叶斯法 d. 决策树 e. 逻辑斯谛回归与最大熵模型 f. 支持向量机 g. 提升方法 h. EM算法及其推广 i. 隐马尔可夫模型 README.md statistical-learning 李航《统计学习方法》python实现 Releases
You can head over tostatlearning.comand start reading the Python edition. While the soft copy is free to read, the paperback on Amazon sold out on the very first day. So we're excited to see you make the most of the book. Start reading it today. Happy learning!
如果还有问题,推荐“ISL”《An Introduction to Statistical Learning》的中文版本: 不过这本书课后习题是基于R语言的,小问题,有热心网友将课后习题用Python做了实现, 还不懂,推荐你去看书籍作者授课视频,真是操碎了 ️。 就在b站 视频讲授者是书籍4名作者中的两位,授课风格风趣幽默, Python代码/PDF/配套视频...