Homepage for STAT 157 at UC Berkeley
☆4,033Feb 16, 2021Updated 5 years ago
Alternatives and similar repositories for berkeley-stat-157
Users that are interested in berkeley-stat-157 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 《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。☆82,194Jul 30, 2024Updated 2 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。☆19,521Oct 14, 2021Updated 5 years ago
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆29,980Aug 18, 2024Updated 2 years ago
- 邱锡鹏《神经网络与深度学习》第二版与通识版:电子书、章节目录、学习资源与勘误。☆19,542Sep 6, 2026Updated last month
- 南瓜书:《机器学习》(西瓜书)公式详解☆26,148Apr 22, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.☆4,364Jul 25, 2024Updated 2 years ago
- 《统计学习方法》的代码实现☆19,605Oct 5, 2026Updated 3 weeks 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TensorFlow 2.0实现,项目已得到李沐老师的认可☆3,824Mar 17, 2023Updated 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…☆57,700Jun 26, 2024Updated 2 years ago
- deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)☆21,209Oct 5, 2026Updated 3 weeks ago
- Deep Learning Book Chinese Translation☆37,983Dec 3, 2019Updated 6 years ago
- 深度学习经典、新论文逐段精读☆34,053Mar 22, 2025Updated last year
- 吴 恩达老师的机器学习课程个人笔记☆38,063Oct 5, 2026Updated 3 weeks ago
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,845Oct 6, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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.☆13,202Aug 30, 2021Updated 5 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☆16,849Oct 23, 2026Updated last week
- 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☆21,740Jul 25, 2024Updated 2 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]☆6,332Aug 5, 2023Updated 3 years ago
- 《神经网络与深度学习:案例与实践》第二版:10 章 PyTorch 实践、Notebook、测试与电子书。☆3,560Sep 7, 2026Updated last month
- AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,615Nov 12, 2024Updated last year
- 数据科学的笔记以及资料搜集☆8,615Oct 5, 2026Updated 3 weeks ago
- PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)☆12,847Dec 24, 2023Updated 2 years ago
- PyTorch Tutorial for Deep Learning Researchers☆32,521Aug 15, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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 7 years ago
- ☆4,599Sep 14, 2020Updated 6 years ago
- PRML algorithms implemented in Python☆11,734Apr 5, 2025Updated last year
- 手写实现李航《统计学习方法》书中全部算法☆11,652Nov 25, 2025Updated 11 months 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☆4,901Nov 28, 2023Updated 2 years ago
- Machine learning, in numpy☆16,322Oct 29, 2023Updated 3 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!☆7,799Feb 26, 2022Updated 4 years ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,730Sep 22, 2026Updated last month
- 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☆3,923Mar 21, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 100-Days-Of-ML-Code中文版☆22,233Oct 24, 2026Updated last week
- tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials☆7,764Dec 9, 2020Updated 5 years ago
- My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义…☆10,387Jul 8, 2026Updated 3 months ago
- TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实…☆6,339Sep 23, 2020Updated 6 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☆7,810Jun 23, 2020Updated 6 years ago
- A collection of various deep learning architectures, models, and tips☆17,626Sep 26, 2026Updated last month
- AI education materials for Chinese students, teachers and IT professionals.☆14,141May 16, 2024Updated 2 years ago