Repository Index

Thoughts on Go performance optimization

• optimization
• performance
• performance-optimization
• performance-analysis

Main Web Site (Online Books)

• book
• raytracing
• ray-tracing
• markdeep

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

• data-science
• machine-learning-production
• mlops

TranslatedBook_4_"The Power of Matrices" | Iris Book: From Addition, Subtraction, Multiplication and Division to Machine Learning; now on sale!

• linear
• linear-algebra
• machine-learning
• mathematics

Ansible for DevOps examples.

• ansible
• devops
• vagrant
• examples

:book: A creative-commons book on Backbone.js for beginners and advanced users alike

Translated"Python for Data Analysis, 2nd Edition"

• numpy
• pandas
• matplotlib

TranslatedDeep learning interview handbook (covering mathematics, machine learning, deep learning, computer vision, natural language processing, SLAM, and more)

• deep-learning
• interview
• machine-learning
• computer-vision

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

Approaching (Almost) Any Machine Learning Problem

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

Bug-tracking for Jeff's algorithms book, notes, etc.

• algorithm
• textbook
• lecture-notes
• course-materials

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

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

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

Blockchain dark forest selfguard handbook. Master these, master the security of your cryptocurrency.

Code for "Zero To Production In Rust", a book on API development using Rust.

• rust
• book

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

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