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Artificial Intelligence

The "Awesome Artificial Intelligence" project is a curated resource list designed to support developers, researchers, and enthusiasts in the field of artificial intelligence. Artificial intelligence encompasses a range of technologies that enable machines to perform tasks that typically require human intelligence, such as learning, reasoning, and problem-solving. This list includes libraries, frameworks, tools, datasets, tutorials, and research papers, providing comprehensive support for anyone looking to explore or advance their knowledge in AI. Whether you are a beginner seeking foundational knowledge or an experienced developer looking for advanced techniques, this collection offers valuable insights and resources to enhance your AI projects and understanding. Dive into the world of artificial intelligence and discover the tools that can help you innovate and create impactful solutions.

machine-learningdeep-learningneural-networksnatural-language-processingcomputer-visionreinforcement-learningdata-science
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Table of Contents

13 sections · 60 projects

Books

7 projects
Designing Machine Learning Systems

oreilly.com
Generative Deep Learning (2nd Edition)

oreilly.com
AI Engineering

oreilly.com
100 Page Language Models Book

thelmbook.com
Artificial Intelligence: A Modern Approach

aima.cs.berkeley.edu
Deep Learning

deeplearningbook.org
Reinforcement Learning: An Introduction (2nd Edition)

web.stanford.edu

Guides & Playbooks

5 projects
OpenAI Agents Guide

cdn.openai.com
Google AI Agents Paper

kaggle.com
Google Agents Companion Paper

kaggle.com
OpenAI Cookbook

cookbook.openai.com
LLM Engineer HandbookLLM Engineer Handbook

A curated collection of resources for building, training, serving, and optimizing production-grade Large Language Model applications.

#llmops#fine-tuning#prompt-engineering
Stars4,983
Forks707
Last commit11 months ago

Frameworks

6 projects
PocketFlow

the-pocket.github.io
Google ADK

google.github.io
Pydantic-AI

ai.pydantic.dev
LangGraph

langchain.com
CrewAI

crewai.com
AutoGen

microsoft.github.io

Retrieval-Augmented Generation (RAG)

3 projects
LlamaIndex

llamaindex.ai
Haystack

haystack.deepset.ai
doclingdocling

A Python library for parsing diverse document formats into structured data, optimized for integration with generative AI applications.

#ai#tables#documents
Stars63,700
Forks4,514
Last commit15 hours ago

Evals

1 projects
OpenAI EvalsOpenAI Evals

A framework and open-source registry for evaluating large language models (LLMs) and LLM systems.

#model-assessment#ai-testing#prompt-engineering
Stars18,978
Forks3,032
Last commit3 months ago

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Papers We Love

The "Awesome Papers We Love" project is a curated collection of influential and foundational papers in computer science that have shaped the field. This list includes seminal research articles, survey papers, and key theoretical works across various domains such as algorithms, machine learning, programming languages, and systems design. It is beneficial for students, researchers, and practitioners who want to deepen their understanding of core concepts and historical developments in computer science. By exploring these papers, users can gain insights into the evolution of technology and the principles that drive innovation. Dive into this collection to enhance your knowledge and appreciation of the discipline.

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Algorithms

The "Awesome Algorithms" project is a comprehensive collection of resources focused on algorithms, which are step-by-step procedures or formulas for solving problems. This list encompasses a wide range of topics, including sorting algorithms, search algorithms, graph algorithms, dynamic programming, and more. It features tutorials, code examples, textbooks, and online courses, catering to beginners and experienced developers alike. By providing a wealth of information and practical tools, this project helps users deepen their understanding of algorithms and improve their problem-solving skills. Dive in to discover the fascinating world of algorithms and enhance your coding proficiency!

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Math

The "Awesome Math" project is a curated collection of resources focused on mathematics, encompassing various branches such as algebra, calculus, geometry, and statistics. This list includes textbooks, online courses, software tools, problem-solving resources, and community forums, catering to learners at all levels—from beginners to advanced mathematicians. Whether you are a student seeking to improve your understanding, a teacher looking for instructional materials, or a researcher in need of specialized resources, this list provides valuable insights and aids for your mathematical journey. Explore a wealth of knowledge and tools to enhance your mathematical skills and understanding.

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Competitive Programming

The "Awesome Competitive Programming" project is a curated collection of resources aimed at enhancing skills in competitive programming, a discipline focused on solving algorithmic and mathematical problems through coding contests. This list includes online judges, practice platforms, tutorials, books, and community forums, providing a comprehensive toolkit for programmers at all levels. Beginners can find foundational resources to get started, while experienced coders can discover advanced techniques and strategies to refine their skills. Whether you're preparing for competitions or simply looking to improve your problem-solving abilities, this collection offers valuable insights and tools to help you excel in competitive programming.

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