＜a name=‘ModelInterpretation‘＞＜/a＞Model Interpretation Tools

Model Interpretation Tools

【免费下载链接】the-incredible-pytorchThe Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.项目地址: https://gitcode.com/gh_mirrors/th/the-incredible-pytorch

• Captum, A unified model interpretability library for PyTorch
• SHAP Values for PyTorch models

#### 功能增强型插件 这类插件可能需要添加新的脚本或工具。例如，创建一个资源搜索工具： ```python # search_resources.py import re def search_resources(keyword, filename='README.md'): with open(filename, 'r') as f: content = f.read() pattern = r'- \[(.*?)\]\((.*?)\)' matches = re.findall(pattern, content) results = [] for title, url in matches: if keyword.lower() in title.lower(): results.append((title, url)) return results if __name__ == '__main__': import sys if len(sys.argv) < 2: print("Usage: python search_resources.py <keyword>") sys.exit(1) keyword = sys.argv[1] results = search_resources(keyword) print(f"Found {len(results)} results for '{keyword}':") for title, url in results: print(f"- {title}: {url}")

【免费下载链接】the-incredible-pytorchThe Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.项目地址: https://gitcode.com/gh_mirrors/th/the-incredible-pytorch