This repository organizes learning materials for knowledge graphs, providing systematic learning paths. It covers theory and papers, datasets, tools and services, reports, video courses, competitions, and project cases. The collection includes foundational papers like the 2020 survey on knowledge graph representation and acquisition, and covers topics from concept architecture to practical implementation.