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Weierldc/Predictive-Agents-for-Stock-Prices

workflowgit untested

本项目针对不同行业股票行为模式的异质性，设计了融合多源信息并能自适应选择最优预测策略的智能化解决方案。项目首先构建覆盖五大行业的多元化预测模型库，包含LSTM、GRU、CNN、Transformer的深度学习模型及随机森林、XGBoost的传统机器学习模型。通过对各行业历史数据进行细致特征工程和性能评估，筛选出各行业最优预测模型。将这些模型封装为标准化Web API服务后利用Dify应用开发平台，集成大语言模型（DeepSeek-r1），构建了一个智能分析框架。该框架通过解析用户自然语言查询，调用后端API获取量化预测，并融合输入的新闻文本，由LLM进行深度语义理解与影响评估，作出综合判断的智

🔌 Network
undeclared
⏳ Sandbox
untested

Who this is for

  • developers using DSH for coding with Git workflows
下载量 / Downloads
0

Install

dsh plugin --profile web add Weierldc/Predictive-Agents-for-Stock-Prices

Sandbox test

This plugin has not been tested yet. Submit a test →

Links

GitHub · npm

Frequently asked

How do I install Weierldc/Predictive-Agents-for-Stock-Prices?
Run dsh plugin --profile web add Weierldc/Predictive-Agents-for-Stock-Prices in DSH, or paste the package name into the DSH Desktop plugin page.
What if it fails to install?
Check your DSH version first (dsh --version), then look at the first error in the test-results section. If it still fails, open an issue on the repository.
How do I uninstall it?
Run dsh plugin --profile web remove Weierldc/Predictive-Agents-for-Stock-Prices.

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