TranslatedQiu Xipeng's "Neural Networks and Deep Learning" (神经网络与深度学习), Second Edition and General Edition: e-book, chapter table of contents, learning resources, and errata.
- attention-mechanism
- chinese
- deep-learning
- machine-learning
Repository Index
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TranslatedThis project changes the MXNet implementations in the original book 《动手学深度学习》 (Dive into Deep Learning) into PyTorch implementations.
- deep-learning
- deep-learning-tutorial
- pytorch
- pytorch-tutorial
Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
Practice your rust skill hardly
- rust
- practice
- example
- exercise
Understanding Deep Learning - Simon J.D. Prince
Ansible for DevOps examples.
A catalogue of Rust design patterns, anti-patterns and idioms
- rust
- patterns
- reference
- rust-lang
Learn Rust with examples (Live code editor included)
TranslatedE-book "Large Models and Agents" (《大模型与智能体》) with 6 programming tasks: Transformer, mini-GPT, SFT/DPO, RAG, tool calling, and coding agents.
TranslatedChinese version of the source code for "30天自制操作系统" ("Making an Operating System in 30 Days"). The process of making your own operating system (OSASK)
- c
- os
- diy
- osask
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
R for data science: a book
- book
- bookdown
- data-science
- r
:books: collection of JavaScript and TypeScript data structures and algorithms for education purposes. Source code bundle of JavaScript algorithms and data structures book
- javascript-algorithms
- algorithm
- data-structures
- typescript
Translated🇨🇳 Chinese edition of "Twenty Years of JavaScript"
- book
- javascript
- history
- browser
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
- deep-learning
- python3
- dive-into-deep-learning
- tensorflow2
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
- cnn
- rnn
- detection
- classification
《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。
- chinese
- deep-learning
- jupyter-notebook
- paddlepaddle
Translated:hammer_and_wrench: :heart: Want to know NixOS & Flakes in detail? Looking for a beginner-friendly tutorial? Then you've come to the right place!
Contributed code examples from O'Reilly Android Cookbook. See #user-content-table README below!
Building R packages
You know Simon Wardley's medium posts on his Wardley Mapping technique? This is an AsciiDoc of them.