AI knowledge base

ml-retreat is a personal study note library for advanced learning of artificial intelligence. It contains an in-depth understanding of the fundamentals of machine learning, as well as must-read/must-see resources on more nuanced topics. The goal of this project is to study the 30 must-read research papers recommended by Ilya Sutskever, Distilled AI's blog, multiple AI/ML video playlists, and to deeply understand/implement Transformers, LLMs, and related topics.

OpenResearcher is an advanced scientific research assistant designed to provide helpful answers to research queries. It provides access to the arXiv corpus, provides the latest scientific insights, and helps users explore the frontiers of science.

NuminaMath is a set of databases and models designed for training state-of-the-art mathematical language models (SOTA math LLMs). It contains 860k+ math competition questions and their solution pairs, each solution is templated using Chain of Thought (CoT) reasoning. In addition, there are 70k+ math competition problems whose solutions are generated by GPT-4 through Tool-Integrated Reasoning (TIR). NuminaMath provides educators and students with a valuable resource that helps them improve their mathematical thinking and problem-solving skills by providing high-quality mathematical problems and solutions.

"Deep Learning" is a classic textbook in the field of deep learning written by Simon J.D. Prince, published by MIT Press on December 5, 2023. This book covers many key concepts in the field of deep learning and is suitable for both beginners and experienced developers. This warehouse provides the Chinese translation of the book. The translation is based on the latest version of the original book. ChatGPT is used for machine translation and manual review to ensure the accuracy of the translation.

KarpathyLLMChallenge is an educational website focused on explaining and demonstrating the importance and complexity of tokenization in language models (LLMs). It helps users understand how tokenization affects the performance and capabilities of language models through detailed articles and examples.

MathPile is a mathematics-centric corpus of approximately 9.5 billion tokens, drawing mathematics content from textbooks (including lecture notes), arXiv, Wikipedia, ProofWiki, StackExchange, and the web for K-12, college, graduate level, and mathematics competitions. MathPile's data is of high quality and has rich data documentation to enhance transparency and give users the ability to use data flexibly. In terms of licensing, MathPile follows the BY-NC-SA 4.0 license agreement and plans to release a commercially available version soon.

Dictionary.com is one of the world's most popular online English dictionaries. It has more than 2 million word definitions and helps tens of millions of users solve language doubts every day. Dictionary.com recently expanded its vocabulary to include artificial intelligence-related terms such as generative AI, GPT, and LLM to its word list. In addition to providing rich definitions of entries, Dictionary.com also provides synonyms, etymology, phonetic symbols, example sentences and other functions, as well as phonetic pronunciation. Users can learn new words through vocabulary lists, word of the day, word puzzles, and more. Dictionary.com uses authoritative dictionaries as corpus sources, and its entry definitions are accurate and reliable. It is a good helper for English learners and professional writers.

"AI Class Representative" is your most professional artificial intelligence assistant at Bilibili 🤖 Based on GPT4's "Knowledge Questioning + "Video Summary" + "Subtitle Search" Free quota is refreshed daily to solve problems, quickly locate key points, filter videos, and help you become a "class representative" that everyone loves. Ruthlessly attract likes, have a masterful personality, and be a column boss. The most important thing is: your voice is crucial, and we will continue to improve at the speed of "1 update every 3 days"!

Studied AI is an online educational aid that provides quick answers. It can be directly integrated with top online education platforms such as Canvas, Blackboard and Moodle to use AI technology to answer any question. Studied AI's AI model will continue to improve with each question answered, and the more you use it, the better it will be. It can be embedded into Canvas, Moodle and Blackboard, and supports pop-up chat windows and will work on any unsupported website. If you need support, please email [email protected].

Study intelligently on any website with Course Hero's crowdsourced library; features millions of learning resources and answers to questions; suitable for students and educators.