TranslatedMain open-source repository of "Understanding AI Agents in Depth: Design Principles and Engineering Practice" (by Li Bojie): the full text of the book, the compiled PDF, and companion code organized by chapter
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Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
A collection of algorithms and data structures
- algorithms
- linear-algebra
- graph-theory
- search-algorithms
A quick example of how one can "synchronize" a 3d scene across multiple windows using three.js and localStorage
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
- instruction-tuning
- instruction-following
- large-vision-language-model
- visual-instruction-tuning
llama3 implementation one matrix multiplication at a time
TranslatedSome interesting examples of python crawlers that are friendly to beginners. Mainly crawls websites such as 淘宝 (Taobao, "searching for treasure"), 天猫 (Tmall, "sky cat"), 微信 (WeChat, "micro message"), 微信读书 (WeChat Reading), 豆瓣 (Douban, "bean petal"), and QQ.
TranslatedTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-Transfer learning
- transferlearning
- domain-adaptation
- transfer-learning
- survey
Translated🔍 Hands-on LLM Application Development, Part 1: A Full-Stack Guide to RAG Technology. Read online at: https://datawhalechina.github.io/all-in-rag/
- embedding
- kimi-k2
- langchain
- llama-index
TranslatedMachine learning tutorials
A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more
- machine-learning
- machine-learning-algorithms
- ai
- deep-learning
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
- deep-learning
- forecasting
- machine-learning
- classification
A curated list of Multiplayer Game Network Programming Resources
- game-development
- gamedev
- game-programming
- networking
TranslatedA trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples.
The repository host gives no description.
- burst
- multicore-processors
- ecs
- entity
A multi-module course teaching everything you need to know about using GitHub Copilot as an AI Peer Programming resource.
Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
- challenge
- learn-to-code
- learn-coding
- 100daysofcode
Reading list for research topics in multimodal machine learning
- multimodal-learning
- machine-learning
- representation-learning
- natural-language-processing
A full-stack Next.js app with multi-tenancy.
- nextjs
- vercel
- tailwindcss
- multi-tenancy
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references under the /Resources folder.