Updated: The Dataset and Code For the Analysis of Shang Dynasty Bronze Vessel Patterns (v3.0)
收藏资源简介:
Version 3.0 This release simplifies and standardizes the original code and adds analyses of community significance and stability in the network. Version 2.0 This release includes modifications to the directory structure and corresponding code to improve adaptability across different computing environments. The data and code supporting the study for the article " The Connection of Bronze Vessel Patterns: Revealing Cultural Exchange in the Late Shang Dynasty Based on the Similarity Network" This dataset and code enable deep learning-based type prediction of Shang dynasty bronze vessel motifs and facilitate the extraction of feature vectors for similarity analysis. For detailed usage instructions, please refer to the README file in the root directory. Note: Due to the algorithmic nature of deep learning, your results may not exactly match the provided data. However, in subsequent algorithms, you can obtain highly similar data relationships. The purpose of this method is to uncover patterns underlying the data, and the interpretation of results should be approached with appropriate nuance.



