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数据科学导引数据科学导论Introduction to Data Science：北大学习资料
2 个回复 - 316 次查看数据科学导引数据科学导论Introduction to Data Science：北大学习资料Lecturers: 朱占星、章斯鑫 Teaching Assistants: 余冰、吴京⻛、徐举 Center for Data Science, Peking University 教学参考用书 ...2023-8-23 20:04 - mujahida01 - 现金交易版

机器学习与深度学习在新金融中的应用教学讲义笔记Financial Applications of Machine
1 个回复 - 258 次查看机器学习与深度学习在新金融中的应用教学讲义笔记Financial Applications of Machine Learning and Deep Learning Completed Note on Advanced Financial Applications of Machine Learning and Deep Learning 某 ...2023-8-21 07:52 - 2025Li - 现金交易版

金融风险管理机器学习讲义笔记Machine Learning for Financial Risk Management
1 个回复 - 323 次查看金融风险管理机器学习讲义笔记Machine Learning for Financial Risk Management,某国际名校导师分享的讲义 Completed Note on Financial Risk Management with Python 教学参考用书： Abdullah Karasan Machi ...2023-8-20 16:19 - Lala-20200 - 现金交易版

机器学习实战第3版 Hands-On Machine Learning with Scikit-Learn ...3rd Edition
9 个回复 - 3892 次查看机器学习实战第3版（英文原版PDF） Hands-On Machine Learning with Scikit-Learn Keras & Tensor Flow 3rd Edition 入门机器学习实战看这个很不错。2023-2-25 13:54 - qtr2000 - 数据分析与数据挖掘

金融机器学习讲义笔记Full Lecture Note on Advances in Financial Machine Learning
4 个回复 - 612 次查看金融机器学习讲义笔记Full Lecture Note on Advances in Financial Machine Learning（英文，可编辑pdf文档）香港大学 The University of Hong Kong CFID Centre for Financial Innovation&Development 金融 ...2023-8-12 10:08 - 2025Li - 现金交易版

面向资产管理者的机器学习Machine Learning for Asset Managers
3 个回复 - 771 次查看面向资产管理者的机器学习Machine Learning for Asset Managers讲义笔记（英文，可编辑pdf文档）教学参考用书： 1. Marcos M. López de Prado - Machine Learning for Asset Managers 1. Introduct ...2023-8-15 18:10 - 2025TS - 现金交易版

资料分享 - Machine Learning for Algorithmic Trading pdf + 代码文件
6 个回复 - 1105 次查看 Machine Learning for Algorithmic Trading 作者：Stefan-Jansen 文件包括PDF + 代码2023-7-7 18:57 - george_cc - 量化投资

Machine Learning and Data Sciences for Financial Markets
26 个回复 - 23048 次查看 Machine Learning and Data Sciences for Financial Markets English | 2023 | ISBN: 1316516199 | 741 Pages | PDF[/backcolor] [/backcolor]2023-5-20 05:32 - zhangke0987 - 经管书评

Linear Algebra and Optimization for Machine Learning
3 个回复 - 1998 次查看【作者(必填)】【文题(必填)】Linear Algebra and Optimization for Machine Learning 【年份(必填)】2020 【全文链接或数据库名称(选填)】https://link.springer.com/book/10.1007/978-3-030-40344-72020-5-15 08:19 - nivastuli - 求助成功区

Econometrics with Machine Learning (Springer)
29 个回复 - 5612 次查看 Springer 2022 Editors: [*]Felix Chan[/backcolor], [*]László Mátyás[/backcolor] [*] Econometrics with Machine Learning (Advanced Studies in Theoretical and Applied Econometrics, ...2022-12-5 00:24 - ccpoo - 计量经济学与统计软件

概率机器学习导论第2-20章习题答案Probabilistic Machine Learning An Introduction
1 个回复 - 500 次查看概率机器学习导论第2-20章习题答案Probabilistic Machine Learning An Introduction，缺少第1，21，22，23章习题答案 =Full Solution Manual for "Probabilistic Machine Learning: An Introduction" Kevin Murphy ...2023-6-17 11:50 - 2023Hua - 现金交易版

免费新书（2023）Machine Learning for Factor Investing: Python Version
80 个回复 - 8951 次查看免费分享，欢迎讨论。2023-7-22 13:55 - wenwu2019 - 量化投资

机器学习 Machine Learning in Finance from Theory to Practice Matthew Dixon PDF
25 个回复 - 8058 次查看带目录的pdf2022-4-23 13:26 - drunktea123 - 互联网金融与Fintech版

Text as Data: A New Framework for Machine Learning and the Social Sc
6 个回复 - 1273 次查看【作者(必填)】 Justin Grimmer, Margaret E. Roberts, and Brandon M. Stewart 【文题(必填)】 Text as Data: A New Framework for Machine Learning and the Social Sciences 【年份(必填)】 2022 【全文 ...2022-6-13 09:21 - voodoo - 求助成功区

【2022年新书】Python for Probability, Statistics, and Machine Learning
25 个回复 - 5040 次查看 Python for Probability, Statistics, and Machine Learning by José Unpingco Third Edition2023-2-19 18:22 - james-fang - 金融学（理论版）

基于R 机器学习因子投资Machine Learning for Factor Investing
2 个回复 - 678 次查看基于R 机器学习因子投资Machine Learning for Factor Investing：香港科技大学学习资料（英文教学学习讲义+课后习题答案） Hong Kong University of Science and Technology Aug. 2022 =Machine Learning for Fa ...2023-5-15 14:40 - mujahida01 - 现金交易版

Approaching (almost) any machine learning problem by abhishek thakur (z-lib.org)
4 个回复 - 3023 次查看 kaggle 大神 abhishek thakur的书, 绝对实用!!2021-5-5 22:02 - jiewen_zhang - 商业数据分析

Interpretable Machine Learning with Python
6 个回复 - 5130 次查看 Interpretable Machine Learning with Python2022-6-17 15:04 - thinking2009 - python论坛

一本机器学习在量化领域偏实操的书 Advances in Financial Machine Learning
11 个回复 - 4035 次查看作者有些想法还是很新颖的，例如 triple barrier, fractional differentiation 等等。2020-7-9 10:35 - richard1017 - 量化投资

机器学习数学习题答案Mathematics For Machine Learning，Cheng Soon
11 个回复 - 1302 次查看机器学习数学第2-7章习题答案Mathematics For Machine Learning，Cheng Soon =C. S. (Cheng Soon) Ong, M. P. (Marc Peter) Deisenroth, A. Aldo Faisal - Mathematics For Machine Learning (MML) Official Soluti ...2023-6-20 21:58 - Tiger-like - 现金交易版

Machine Learning for Algorithmic Trading 2 edition
13 个回复 - 2301 次查看机器学习在算法交易策略中的研究。涵盖了从线性回归到深度强化学习的一系列ML技术，并演示了如何构建、回溯测试和评估由模型驱动的交易策略。2023-4-27 18:48 - zdp120 - Forum

【学习笔记】Designing a Machine Learning System
6 个回复 - 1078 次查看 1 Pipeline Systems In most real-life problems, need to break down the problem into various components and apply a combination of techniques. These techniques are applied in sequence that form a pipel ...2019-5-14 10:37 - liuxf666 - Forum

Mathematics for Machine Learning.pdf
15 个回复 - 5175 次查看未翻译的原版开源书籍，当个搬运工帮大家搬过来了，不需要论坛币，希望大家活跃一下帖子。2020-6-15 17:25 - 西大乐士 - Forum

Machine Learning and Data Sciences for Financial Markets
12 个回复 - 1753 次查看学界和业界大牛一起写的非常全的一个guide，包括高频交易，套利，风险管理，portfolio optimization2023-8-9 09:32 - flowm - 数据分析与数据挖掘

金融机器学习讲义笔记Full lecture Note on Machine Learning for Finance
1 个回复 - 461 次查看金融机器学习讲义笔记Full lecture Note on Machine Learning for Finance（英文，可编辑pdf文档） Nation Taiwan University 教学教材： 1.Machine Learning for Finance Principles and practice for finan ...2023-8-12 19:51 - 2025TS - 现金交易版

Hands-On Machine Learning for Algorithmic Trading（True PDF）
37 个回复 - 11549 次查看 Hands-On Machine Learning for Algorithmic Trading——Design and implement investment strategies based on smart algorithms that learn from data using Python 简介：The explosive growth of digital data ...2019-1-23 14:54 - baiwei1637124 - python论坛

Adversarial Machine Learning (True PDF/2018)
6 个回复 - 2442 次查看 English | 2018 | ISBN: 1681733975 | 169 Pages | True PDF | 10 MB Synthesis Lectures on Artificial Intelligence and Machine Learning The increasing abundance of large high-quality datasets, combined ...2018-9-7 09:15 - 网吧流浪者 - Forum

Adversarial Machine Learning
4 个回复 - 1114 次查看【作者(必填)】【文题(必填)】Adversarial Machine Learning 【年份(必填)】2019 【全文链接或数据库名称(选填)】https://www.cambridge.org/core/books/adversarial-machine-learning/C42A9D49CBC626DF7B ...2019-3-16 08:25 - nivastuli - 求助成功区

基于贝叶斯与优化视角的机器学习：习题答案2.1-19.8Machine Learning_ A Bayesian
1 个回复 - 353 次查看基于贝叶斯与优化视角的机器学习：习题答案2.1-19.8Machine Learning_ A Bayesian and Optimization Perspective =Machine Learning_ A Bayesian and Optimization Perspective (Instructor's Solution Manual) =M ...2023-4-27 12:41 - Lala-20200 - 现金交易版

Machine Learning for Financial Risk Management with Python
29 个回复 - 1797 次查看 Machine Learning for Financial Risk Management with Python pdf2023-7-1 12:26 - Mxyzptlk - 量化投资

Probabilistic Machine Learning：An Introduction
2 个回复 - 967 次查看机器学习算法的基本原理的权威资料：Probabilistic Machine Learning：An Introduction2023-8-27 06:21 - lzy225 - 数据分析与数据挖掘

Machine Learning Refined: Foundations, Algorithms, and Applications, 2nd Edition
13 个回复 - 3474 次查看 Machine Learning Refined: Foundations, Algorithms, and Applications, 2nd Edition Author: , Date: 04 Apr 2020, Views: 326 https://www.cambridge.org/ca/academic/subjects/engineering/communications-a ...2020-6-19 23:43 - Nicolle - winbugs及其他软件专版

Practical Machine Learning for Computer Vision: End-to-End Machine Learning for
5 个回复 - 670 次查看 Practical Machine Learning for Computer Vision: End-to-End Machine Learning for Images 1st Editionby： Valliappa Lakshmanan (Author), Martin Görner (Author), Ryan Gillard (Author) Publisher &# ...2021-9-2 07:42 - Nicolle - winbugs及其他软件专版

Machine Learning A Probabilistic Perspective
2 个回复 - 1230 次查看 1 介绍1.1 机器学习：是什么？为什么？1.1.1 机器学习的分类 [*]预测/监督学习 [*]当y i y_iyi 是一个明确的值，那么问题成为分类问题或者是模式识别 [*]当y i y_iyi时一个real-valued ，那么问题时 ...2022-8-26 09:22 - lnulxg - 真实世界经济学(含财经时事)

Advances in Financial Machine Learning by MARCOS LOPEZ DE PRADO
19 个回复 - 1645 次查看 2023-8-28 01:37 - smellfishfxx - 量化投资

Machine learning in the Chinese stock market
7 个回复 - 537 次查看【作者(必填)】 Markus Leippold, QianWang, WenyuZhou 【文题(必填)】 Machine learning in the Chinese stock market【年份(必填)】 2022 【全文链接或数据库名称(选填)】Machine learning in the Chinese st ...2023-1-20 12:13 - xiaojun9756 - 求助成功区

机器学习初步第2版第1-10章习题答案A First Course in Machine Learning，2nd Edition
0 个回复 - 313 次查看机器学习初步第2版第1-10章习题答案A First Course in Machine Learning，2nd Edition习题解答 = Simon Rogers, Mark Girolami - A First Course in Machine Learning, Second Edition [2nd Ed] (Instructor Soluti ...2023-6-17 13:01 - 2023Hua - 现金交易版

The 15 Best Books for Machine Learning in Python
8 个回复 - 1212 次查看 2022-1-22 03:49 - Nicolle - winbugs及其他软件专版

机器学习数学圣经 "Machine Learning - A Probabilistic Perspective"
4 个回复 - 1915 次查看机器学习统计学圣经 "Machine Learning - A Probabilistic Perspective" By Kevin P. Murphy2022-11-22 14:54 - xjtuxl - Forum

Mathematics_for_Machine_Learning（机器学习数学基础）
8 个回复 - 2883 次查看分享一本书籍：机器学习数学基础，给有需要的筒子们。2018-11-25 16:46 - wildraindj - 数据分析与数据挖掘

Machine Learning: A Constraint-Based Approach (2nd Edition)
12 个回复 - 1869 次查看作者 Marco Gori (Author), Alessandro Betti (Author), Stefano Melacci (Author) [*]出版社 ‏ : ‎ Morgan Kaufmann; 第 2nd 版 (2023年3月1日) [*]出版日期 ‏ : ‎ 2023年3月 ...2023-9-10 18:32 - ccpoo - 计量经济学与统计软件

Applied Machine Learning and AI - Jeff Prosise
16 个回复 - 2910 次查看 Applied Machine Learning and AI - Jeff Prosise2023-1-28 22:12 - thinking2009 - python论坛

机器学习在分析和预测金融时间序列的应用Machine Learning in the Analysis
1 个回复 - 392 次查看机器学习在分析和预测金融时间序列的应用Machine Learning in the Analysis and Forecasting of Financial Time Series =Jaydip Sen, Sidra Mehtab - Machine Learning in the Analysis and Forecasting of Financi ...2023-5-31 13:41 - Lamarr-202110 - 现金交易版

机器学习&贝叶斯与优化的视角第2版第2-19章习题答案Machine Learning A Bayesian
1 个回复 - 369 次查看机器学习&贝叶斯与优化的视角第2版第2-19章习题答案Machine Learning A Bayesian and Optimization Perspective =Sergios Theodoridis - Machine Learning_ A Bayesian and Optimization Perspective (Solutions) ( ...2023-6-17 15:43 - Lala-20200 - 现金交易版

模式识别与机器学习Pattern Recognition and Machine Learning,PRML空间核密度
1 个回复 - 438 次查看模式识别与机器学习Pattern Recognition and Machine Learning,PRML-PRMLT-code，Sparse_Kernel_Machines空间核密度 Christopher M. Bishop Pattern Recognition and Machine Learning Bishop-Pattern-Recognition ...2023-5-16 20:28 - mujahida01 - 现金交易版

machine learning for asset managers
4 个回复 - 1975 次查看 machine learning for asset managers2020-10-10 14:42 - 丁香西西 - 量化投资

novel financial applications of machine learning and deep learning
3 个回复 - 549 次查看书名：Novel Financial Applications of Machine Learning and Deep Learning - Algorithms, Product Modeling, and Applications 链接：https://link.springer.com/book/10.1007/978-3-031-18552-6 谢谢！2023-8-27 01:06 - leoluo123 - 求助成功区

Machine Learning Under a Modern Optimization Lens
1 个回复 - 746 次查看【作者(必填)】Dimitris Bertsimas 【文题(必填)】Machine Learning Under a Modern Optimization Lens【年份(必填)】2019 【全文链接或数据库名称(选填)】https://www.amazon.com/Machine-Learning-Under-Mod ...2023-8-15 17:10 - eeabcde - 文献求助专区

Understanding Machine Learning
2 个回复 - 557 次查看 Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it of ...2023-8-27 16:12 - maozaixiong - 经济金融数学专区

Machine-learning Techniques in Economics: New Tools for Predicting Economic Grow
13 个回复 - 3908 次查看 Basuchoudhary2017,机器学习对经济增长的应用，书籍2022-2-5 13:45 - 路宝贝的拖鞋 - 计量经济学与统计软件

【书籍分享】Financial Machine Learning by Bryan T. Kelly & Dacheng Xiu
18 个回复 - 2300 次查看 AbstractWe survey the nascent literature on machine learning in the study of financial markets. We highlight the best examples of what this line of research has to offer and recommend promising direct ...2023-7-14 09:57 - harvey@sun - Forum

Q for machine learning(Fun Q A Functional Introduction to Machine Learning in Q)
0 个回复 - 298 次查看这是Nick Psaris的新作，曾著《Q Tips: Fast, Scalable and Maintainable Kdb+ 》。是KDB＋的专家，本书主要是Ｑ应用于机器学习，含算法的实现代码。对ＫＤＢ＋有兴趣的同学是不错的帮助。2023-8-8 12:34 - luozhf - Forum

Probability for Machine Learning
0 个回复 - 302 次查看概率机器学习书籍。2023-8-8 09:00 - luozhf - Forum

机器学习数学基础《machematics for machine learning》
20 个回复 - 1525 次查看附件为英文原文，还是比较容易理解的，建议英文阅读。2023-7-10 08:52 - 15034696012 - 新手入门区

机器学习经典教材|蜥蜴书第三版完整版|Hands-On Machine Learning pdf
0 个回复 - 622 次查看：蜥蜴书第三版完整版| Hands-On Machine Learning with Sci ...2023-7-31 12:00 - 学院路38号 - 商业数据分析

convex optimization for machine learning 机器学习的凸优化
1 个回复 - 628 次查看经典的优化理论教程，面向机器学习算法。2023-6-9 14:04 - avevey - Forum

基于Gavin Hackeling Mastering Machine Learning With scikit-learn中文讲义
1 个回复 - 643 次查看基于Gavin Hackeling Mastering Machine Learning With scikit-learn中文讲义 Mastering Machine Learning with scikit-learn Apply effective learning algorithms to real-world problems using scikit-lea ...2022-5-20 11:56 - Mama-2022 - 现金交易版

Machine Learning for Time-Series with Python by Ben Auffarth
4 个回复 - 2658 次查看 Ben Auffarth pdf共372页很详细2022-1-21 15:25 - admin_blackjack - 计量经济学与统计软件

scala for machine learning
1 个回复 - 707 次查看 scala for machine learning Scala for Machine Learning 【2017】(2nd) 英文原版2019-4-24 20:38 - zhenzhen00 - 新手入门区

Introduction to Causal Inference from a Machine Learning Perspective
0 个回复 - 544 次查看在学习的因果课程的书籍2023-7-16 21:56 - xiaobailin - 新手入门区

Manning.Machine.Learning.Engineering.in.Action.2022
5 个回复 - 2819 次查看 Manning.Machine.Learning.Engineering.in.Action.20222022-4-28 16:46 - thinking2009 - python论坛

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
11 个回复 - 3685 次查看 Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow 3rd2022-12-15 10:04 - thinking2009 - python论坛

Hands-on machine learning for algorithm trading
12 个回复 - 1031 次查看 Hands-on machine learning for algorithm trading2023-7-8 17:02 - LIG_z - 量化投资

Machine Learning for Algorithmic Trading
16 个回复 - 1168 次查看 Machine Learning for Algorithmic Trading pdf2023-7-1 12:24 - Mxyzptlk - 量化投资

基于Jeremy Watt Machine Learning Refined_ Foundations, Algorithms, and Applicat
2 个回复 - 864 次查看最新的基于Jeremy Watt Machine Learning Refined_ Foundations, Algorithms, and Applications，第二版：课件+数据+代码+答案 =Jeremy Watt, Reza Borhani, Aggelos K. Katsaggelos - Machine Learning Refined_ ...2022-5-31 10:59 - lotus_sss - 现金交易版

基于S. Theodoridis Machine Learning A Bayesian and Optimization Perspective MAT
1 个回复 - 1341 次查看基于S. Theodoridis Machine Learning A Bayesian and Optimization Perspective MATLAB Codes 基于S. Theodoridis Machine Learning A Bayesian and Optimization Perspective MATLAB Codes 基于S. Theod ...2022-3-7 14:43 - lotus_sss - 现金交易版

机器学习计量经济学Econometrics with Machine Learning
1 个回复 - 399 次查看机器学习计量经济学Econometrics with Machine Learning，香港科技大学教学讲义笔记 =Felix Chan,- Econometrics with Machine Learning(Advanced Studies in Theoretical and Applied Econometrics, 53)=Advanced ...2023-6-9 13:25 - mujahida01 - 现金交易版

stanford machine learning：Supplemental Notes+Section Notes+Lecture Notes
1 个回复 - 303 次查看 stanford machine learning：Supplemental Notes+Section Notes+Lecture Notes 1.Supplemental Notes 2.Section Notes 3.Lecture Notes stanford machine learning：Supplemental Notes+Section Not ...2023-4-13 15:32 - 2023D - 现金交易版

Kernel Methods for Machine Learning with Math and Python 100 Exercises for Build
9 个回复 - 1996 次查看 Kernel Methods for Machine Learning with Math and Python 100 Exercises for Building Logic2022-10-6 11:24 - thinking2009 - python论坛

Towards unified machine learning characterization of lithium-ion battery
1 个回复 - 249 次查看【作者(必填)】【文题(必填)】 Towards unified machine learning characterization of lithium-ion battery degradation across multiple levels: A critical review 【年份(必填)】【全文链接或数据库名 ...2023-6-8 11:22 - ticket1988 - 求助成功区

AOM: Substituting Human Decision-Making with Machine Learning: Implications for
4 个回复 - 1114 次查看【作者(必填)】 Natarajan Balasubramanian, Yang Ye and Mingtao Xu 【文题(必填)】 Substituting Human Decision-Making with Machine Learning: Implications for Organizational Learning 【年份(必填)】 P ...2020-12-21 22:38 - yinhezhiwang - 文献求助专区

Machine Learning and its Emergence in the Modern World a
1 个回复 - 333 次查看【作者(必填)】【文题(必填)】 Machine Learning and its Emergence in the Modern World and its Contribution to Artificial Intelligence 【年份(必填)】【全文链接或数据库名称(选填)】https://bbs.pi ...2023-5-31 20:42 - ticket1988 - 求助成功区

机器学习经典教材|蜥蜴书第二版|Hands-On Machine Learning pdf
8 个回复 - 7516 次查看最新版的蜥蜴书 Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition by Aurélien Géron.pdf 非常实用可读性很强，很适合入门2020-10-30 10:42 - oriwit - 商业数据分析

求书 Machine Learning in Business (3rd edition)
6 个回复 - 991 次查看求John Hull的关于机器学习的一本书，只要第三版。谢谢！书名：Machine Learning in Business: An Introduction to the World of Data Science (3rd edition) 作者：John Hull 链接：https://www-2.rotman.ut ...2023-2-19 20:41 - Bumboo - 悬赏大厅

基于Brett Lantz Machine Learning with R 代码+数据
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