Repository Index

💻 Vibe Coding 101｜Your First Course For AI Product Builders.

• ai
• course
• vibe-coding
• coding

VIP cheatsheets for Stanford's CS 229 Machine Learning

• cheatsheet
• machine-learning
• data-science
• supervised-learning

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack.

• tutorial
• stack
• javascript
• react

🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game.

• shaders
• 3d
• graphics
• panda3d

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

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

A collection of projects designed to help developers quickly get started with building deployable applications using the Claude API

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

• pytorch
• machine-learning
• deep-learning

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

• natural-language-processing
• deep-learning
• machine-learning
• language

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

• reinforcement-learning
• book
• courses
• tutorials

Everything you need to prepare for your technical interview

• interview
• interview-questions
• google-interview
• list

machine learning and deep learning tutorials, articles and other resources

• deep-learning-tutorial
• machine-learning
• machinelearning
• deeplearning

Algorithms and Data Structures implemented in Go for beginners, following best practices.

• algorithms
• algorithms-implemented
• data-structures
• datastructures

Awesome LeetCode resources to learn Data Structures and Algorithms and prepare for Coding Interviews.

• algorithms
• coding
• data-structures
• leetcode

Code samples for my book "Neural Networks and Deep Learning"

TranslatedDeep Learning Tutorial, excellent articles

• deeplearning
• cnn
• rnn
• gan

TranslatedThis project covers the knowledge points and code implementations frequently asked about in Machine Learning, Deep Learning, and NLP interviews, and it is also the basic theoretical knowledge that an algorithm engineer must master.

• nlp
• machine-learning
• deep-learning

A collection of various deep learning architectures, models, and tips

📺 Discover the latest machine learning / AI courses on YouTube.

• machine-learning
• deep-learning
• nlp
• natural-language-processing

TranslatedCollects and organizes high-quality, interesting open-source projects on GitHub.

TranslatedBig Data Beginner's Guide :star:

• hadoop
• hdfs
• yarn
• mapreduce

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

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

• machine-learning
• machine-intelligence
• artificial-intelligence
• reinforcement-learning