《深度学习》花书手推笔记
☆504Jul 11, 2020Updated 5 years ago
Alternatives and similar repositories for DeepLearningNotes
Users that are interested in DeepLearningNotes are comparing it to the libraries listed below
Sorting:
- 周志华《机器学习》手推笔记☆3,761Mar 13, 2021Updated 4 years ago
- 王博Kings-SLAM手推笔记、顶会、公司、实验室☆27Nov 3, 2020Updated 5 years ago
- Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现☆7,554Jun 23, 2020Updated 5 years ago
- 南瓜书:《机器学习》(西瓜书)公式详解☆25,659Jan 21, 2026Updated last month
- CV领域实验室、数据库、资源☆234Sep 1, 2019Updated 6 years ago
- 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!☆7,668Feb 26, 2022Updated 4 years ago
- 《统计学习方法》的代码实现☆19,546Aug 22, 2023Updated 2 years ago
- 深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.☆13,280Aug 30, 2021Updated 4 years ago
- 手写实现李航《统计学习方法》书中全部算法☆11,584Nov 25, 2025Updated 3 months ago
- 《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。☆1,668Feb 13, 2026Updated 2 weeks ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,550Sep 18, 2024Updated last year
- deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)☆20,272Apr 29, 2022Updated 3 years ago
- 《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases☆16,344Nov 23, 2025Updated 3 months ago
- 全网收集人工智能学术会议AAAI论文,最全☆15Jan 18, 2021Updated 5 years ago
- 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。☆19,317Oct 14, 2021Updated 4 years ago
- Python Knowledge Handbook by Python数据之道, website: http://liyangbit.com/☆927Jul 22, 2023Updated 2 years ago
- Machine learning, in numpy☆16,276Oct 29, 2023Updated 2 years ago
- 《可解释的机器学习--黑盒模型可解释性理解指南》,该书为《Interpretable Machine Learning》中文版☆4,908Nov 28, 2023Updated 2 years ago
- 🤓 Important machine learning knowledge, each article deeply analyzes theoretical knowledge☆118Feb 8, 2020Updated 6 years ago
- This website is to host a series of tutorials on Deep Learning on Graphs for Natural Language Processing.☆13Sep 19, 2022Updated 3 years ago
- 吴恩达老师的机器学习课程个人笔记☆36,348Aug 25, 2025Updated 6 months ago
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,713Oct 7, 2022Updated 3 years ago
- 深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,50余万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系sc…☆57,164Jun 26, 2024Updated last year
- 数据科学的笔记以及资料搜集☆8,528Aug 16, 2021Updated 4 years ago
- Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]☆6,283Aug 5, 2023Updated 2 years ago
- 机器学习白板推导系列笔记总结☆32Dec 2, 2019Updated 6 years ago
- pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行☆21,558Jul 25, 2024Updated last year
- 简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程☆3,942Mar 21, 2023Updated 2 years ago
- Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋☆9,975Sep 22, 2022Updated 3 years ago
- 致力于将李航博士《统计学习方法》一书中所有算法实现一遍☆5,836Apr 29, 2019Updated 6 years ago
- 深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)☆8,710Apr 24, 2024Updated last year
- tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials☆7,806Dec 9, 2020Updated 5 years ago
- 《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。☆75,857Jul 30, 2024Updated last year
- exercise for nndl☆3,320Jul 19, 2024Updated last year
- 🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.☆16,916Feb 13, 2023Updated 3 years ago
- 深度学习面试汇总,基本知识点的查漏补缺☆113May 10, 2018Updated 7 years ago
- 《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!☆1,146Jun 7, 2020Updated 5 years ago
- manim practice, using manim ce☆11Mar 3, 2022Updated 3 years ago
- 记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文☆6,724Jul 8, 2023Updated 2 years ago