Homepage for STAT 157 at UC Berkeley
☆3,985Feb 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。☆78,662Jul 30, 2024Updated last year
- 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。☆19,411Oct 14, 2021Updated 4 years ago
- Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including …☆29,069Aug 18, 2024Updated last year
- 邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版☆18,932Jun 1, 2026Updated last month
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,895Apr 22, 2026Updated 2 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.☆4,352Jul 25, 2024Updated last year
- 《统计学习方法》的代码实现☆19,589Aug 22, 2023Updated 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TensorFlow 2.0实现，项目已得到李沐老师的认可☆3,824Mar 17, 2023Updated 3 years ago
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆20,786Apr 29, 2022Updated 4 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…☆57,469Jun 26, 2024Updated 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.☆13,235Aug 30, 2021Updated 4 years ago
- Deep Learning Book Chinese Translation☆37,300Dec 3, 2019Updated 6 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☆16,663Nov 23, 2025Updated 7 months ago
- 吴恩达老师的机器学习课程个人笔记☆37,276Aug 25, 2025Updated 10 months ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 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☆21,662Jul 25, 2024Updated last year
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,846Oct 6, 2022Updated 3 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]☆6,298Aug 5, 2023Updated 2 years ago
- 深度学习经典、新论文逐段精读☆33,510Mar 22, 2025Updated last year
- 邱锡鹏《神经网络与深度学习：案例与实践》PyTorch 实现☆3,384Jun 24, 2026Updated last week
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,352Nov 12, 2024Updated last year
- 数据科学的笔记以及资料搜集☆8,564Aug 16, 2021Updated 4 years ago
- ☆4,600Sep 14, 2020Updated 5 years 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》)☆12,837Dec 24, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 手写实现李航《统计学习方法》书中全部算法☆11,624Nov 25, 2025Updated 7 months 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☆5,825Apr 29, 2019Updated 7 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☆4,900Nov 28, 2023Updated 2 years ago
- PyTorch Tutorial for Deep Learning Researchers☆32,400Aug 15, 2023Updated 2 years ago
- Machine learning, in numpy☆16,346Oct 29, 2023Updated 2 years ago
- PRML algorithms implemented in Python☆11,718Apr 5, 2025Updated last year
- 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！☆7,745Feb 26, 2022Updated 4 years ago
- tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials☆7,784Dec 9, 2020Updated 5 years ago
- 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☆3,926Mar 21, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 周志华《机器学习》手推笔记☆3,781Mar 13, 2021Updated 5 years ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,546Feb 1, 2026Updated 5 months ago
- A collection of various deep learning architectures, models, and tips☆17,541Feb 8, 2024Updated 2 years ago
- 此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。☆17,741Jan 9, 2026Updated 5 months 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☆7,688Jun 23, 2020Updated 6 years ago
- AI education materials for Chinese students, teachers and IT professionals.☆14,070May 16, 2024Updated 2 years 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…☆6,350Sep 23, 2020Updated 5 years ago