Repository Index

TranslatedMachine Learning Yearning Chinese version - 《机器学习训练秘籍》 (Machine Learning Training Secrets) - by Andrew Ng

• machine-learning
• deep-learning
• book

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

🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook

• algorithms
• javascript
• computer-science
• javascript-algorithms

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

TranslatedTranslation of the TypeScript Handbook (Chinese version). http://www.typescriptlang.org

• typescript
• typescript-handbook
• javascript-typescript
• javascript

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

TranslatedStores design ideas and algorithms for JAVA development: "Jianzhi Offer (Coding Interviews)", "Programming Pearls", "Understanding the Java Virtual Machine: Advanced JVM Features and Best Practices", "Refactoring: Improving the Design of Existing Code (Chinese edition)", "clean_code (complete Chinese edition)", "Thinking in Java (4th edition)", "Core Java Volume I (8th edition)", "Quartz_Job+Scheduling_Framework"; some large files that cannot be uploaded are in the README

• books
• clean-code
• concurrency
• design-patterns

TranslatedTypeScript Deep Dive Chinese version

• typescript
• book
• vue
• react

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

• python
• book
• skills
• python3

Translated"React技术揭秘" ("React Technology Revealed"): a top-down book analyzing the React source code

• react
• reactjs
• source-code
• fiber

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

Matlab code of machine learning algorithms in book PRML

• matlab
• machine-learning
• prml
• algorithms

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

• pytorch
• deep-learning

:book: For those who wanna learn Bash

• bash
• handbook
• learning
• how-to

An up-to-date (unofficial) knowledge base for Go programming self learning

• go
• golang
• book
• syntax

Implement a reasoning LLM in PyTorch from scratch, step by step

• ai
• artificial-intelligence
• deep-learning
• large-language-models

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

• neural-network
• machine-learning
• tensorflow
• keras

"Probabilistic Machine Learning" - a book series by Kevin Murphy