Repository Index

Translated"Python for Data Analysis, 2nd Edition"

• numpy
• pandas
• matplotlib

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

Companion code to my O'Reilly book "Flask Web Development", second edition.

• flask
• python

TranslatedPython, Java, C++ solution code for 剑指 Offer (Jianzhi Offer, "Sword Points to Offer"), 图解算法数据结构 (Tujie Suanfa Shuju Jiegou, "Illustrated Algorithms and Data Structures"), and Krahets 笔面试精选 88 题 (Krahets Bi Mianshi Jingxuan 88 Ti, "Krahets' 88 Selected Written and Interview Questions")

• algorithms-and-data-structures
• algorithm
• sword-for-offer
• leetcode

Notebooks and code for the book "Introduction to Machine Learning with Python"

Translated⛽️ "Algorithm Clearance Handbook": A learning tutorial on "algorithms and data structures" starting from zero, with 200 "popular algorithm interview questions" and 1000+ "LeetCode problem analyses", continuously updated!

• leetcode
• python
• data-structure
• algorithms

TranslatedPython for "Deep Learning": mathematical derivations, principle analysis, and source-code-level implementations for the book "深度学习" (Deep Learning, known as the "Flower Book")

• python
• deep-learning
• machine-learning
• xgboost

TranslatedLinux Kernel Revealed

• linux
• kernel
• chinese-translation

this repository accompanies the book "Grokking Deep Learning"

TranslatedBook_3_"Elements of Mathematics" | Iris Book series: from addition, subtraction, multiplication and division to machine learning; now on sale; corrections are still welcome, and readers who submit many corrections will also receive free books!

• data-science
• linear-algebra
• machine-learning
• mathematics

Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

• algorithms
• deep-learning
• jax
• machine-learning

TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/

• recommender-system
• tensorflow
• tianchi-competition
• deep-learning

TranslatedBook_1_《Programming Is Not Hard》 | Iris Book: From Addition, Subtraction, Multiplication and Division to Machine Learning; please give us plenty of criticism and corrections!

The "Python Machine Learning (2nd edition)" book code repository and info resource

• machine-learning
• deep-learning
• python
• scikit-learn

Python code for "Probabilistic Machine learning" book by Kevin Murphy

• jupyter-notebooks
• machine-learning
• colab
• pml

Introduce technologies on blockchain and distributed ledger, from theory to practice with bitcoin, ethereum and hyperledger.

• blockchain
• hyperledger
• book
• fintech

TranslatedNginx development from beginner to expert

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.

• fudannlp
• step-by-step
• agent
• llm

TranslatedRegular investing changes destiny — let time accompany you in slowly getting rich https://onregularinvesting.com

Translated📘 "Python进阶" (Python Advanced, "Intermediate Python - Chinese Version")

• python
• book
• skills
• python3

TranslatedStatistical learning methods, Statistical Learning Methods (2nd edition) [Li Hang] [notes, code, notebook, references, Errata, lihang]

• book
• lihang
• statistical-learning-methods
• machine-learning

Code for Tensorflow Machine Learning Cookbook

• tensorflow
• tensorflow-cookbook
• linear-regression
• neural-network

Pytorch🍊🍉 is delicious, just eat it! 😋😋

• pytorch
• deep-learning

TranslatedCommitted to implementing all the algorithms in Dr. Li Hang's book 《统计学习方法》 (Statistical Learning Methods) once through