A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
Michael Wooldridge
A foundational textbook introducing agents and multi-agent systems, covering agent design, multi-agent society design, and typical applications for agent technology.
Mark A. Richards
A comprehensive textbook covering digital signal processing techniques for modern radar systems, including matched filtering, waveform design, Doppler processing, and detection.
David Johnson, Christos H. Papadimitriou, Kenneth Steiglitz
A comprehensive textbook on combinatorial optimization covering algorithms, complexity, NP-completeness, and approximation methods.
William Stallings
A comprehensive textbook survey of cryptography and network security principles and practice, covering both foundational concepts and modern applications.
Dan Gusfield
A comprehensive textbook on string algorithms, suffix trees, and sequence alignment with applications in computational biology.
Anil K. Jain
A comprehensive textbook covering fundamental digital image processing techniques including transforms, enhancement, restoration, analysis, compression, and reconstruction.
Zhi‐Hua Zhou
A comprehensive textbook covering ensemble methods including Boosting, Bagging, Random Forest, and diversity measures.
Kevin P. Murphy
A comprehensive textbook introducing machine learning through a unified probabilistic perspective, covering foundational theory and modern developments.
Unknown
Phi-1 is a code-focused LLM trained on textbook-quality web data and synthetic textbooks/exercises generated by GPT-3.5.
Hao Liang, Qihan Lin, Zhaoyang Han, et al.
Introduces K12-KGraph, a curriculum-aligned knowledge graph from Chinese textbooks, with benchmark and training data to improve LLMs' curriculum cognition.