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A Python FastAPI-based MCP (Model Context Protocol) server for Oracle Integration Cloud (OIC) monitoring. This server exposes read-only MCP tools to inspect OIC integrations, packages, connections, agents, metrics, design-time details, and exports. It uses OAuth2 client credentials to authenticate (IDCS/IAM) and calls OIC REST APIs using httpx.
论文复现项目:基于Oracle元分类器的客户流失预测,复现相关论文研究成果,通过集成决策树、随机森林、XGBoost等多种机器学习算法,采用SelectKBest+GridSearchCV和Permutation Features Selection+BayesSearchCV两种特征选择和超参数优化策略增加基分类器池,实现堆叠集成和动态选择集成并提高Oracle元分类器的理论上限。