The "Python Machine Learning (3rd edition)" book code repository
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Learn how to bring animation to your web projects
Translated"Deep Learning from Scratch" (O'Reilly Japan, 2016)
Repo for my 'Learning JavaScript Design Patterns' book
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
Translated"Interpretable Machine Learning -- A Guide to Understanding the Interpretability of Black-Box Models", the Chinese edition of the book "Interpretable Machine Learning"
🚀 An open-source, hands-on curriculum bridging the gap from basic RL concepts to LLM alignment, RLVR, and advanced Agentic systems.
- agent
- agentic
- agentic-ai
- agentic-rl
《Machine Learning Systems: Design and Implementation》 (V2 is launching soon）
- machine-learning
- software-architecture
- textbook
- computer-systems
TranslatedCompanion code for "21 Projects to Master Deep Learning: A Detailed Practical Guide Based on TensorFlow"
TranslatedA complete Flutter development practice series, with online preview and PDF download. This series will fully explain how to quickly develop a complete Flutter APP from 0, accompanied by the highly polished open-source Flutter project GSYGithubAppFlutter. It will also provide some Flutter development details and tips, and then dive into the source code and practical examples to give you a comprehensive analysis of Flutter.
- flutter
- flutter-demo
- flutter-book
- flutter-learn
Translated"Large Language Models" (《大语言模型》), authors: Zhao Xin, Li Junyi, Zhou Kun, Tang Tianyi, Wen Jirong
- artificial-intelligence
- deep-learning
- deep-neural-networks
- deep-reinforcement-learning
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
- tensorflow
- machine-learning
- regression
- convolutional-neural-networks
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
- machine-learning
- predictive-modeling
- islr
- statistical-learning
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
- deep-learning
- d2l
- data-science
- pytorch-implmention
Build a modern LLM from scratch. Every line commented. Explained like we are five.
- attention-mechanism
- deep-learning
- educational
- from-scratch
2018 edition of our front-end development handbook
Full Speed Python: a book for self-learners
- python
- books
- learning-by-doing
- learning-python
Example code from Learning Spark book
Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！
- machine-learning
- multivariate-statistics
- pca
- regression
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
Open source web application to learn JS stack: React, Material-UI, Next.js, Node.js, Express.js, Mongoose, MongoDB database.
- aws-ses
- express-session
- github-api
- material-ui
The code samples for Learning React by Alex Banks and Eve Porcello, published by O'Reilly Media
Code accompanying the book "Machine Learning for Hackers"
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