LLM-based Sentiment Analysis in Finance

基于大语言模型的金融情感分析

Advised by Prof. David Ye, Duke University

指导教师：叶大卫教授，杜克大学

Built an end-to-end real-time pipeline for news sentiment analysis. Compared ChatGPT vs FinBERT vs BERT on streaming financial news for stock prediction tasks.

构建了端到端实时新闻情感分析流水线，对比 ChatGPT、FinBERT 和 BERT 在流式金融新闻上的股票预测表现。

mheatmap

A Python package for advanced heatmap visualization and matrix analysis, featuring mosaic/proportional heatmaps, confusion matrix post-processing, and spectral reordering.

一个用于高级热图可视化和矩阵分析的 Python 包，支持马赛克/比例热图、混淆矩阵后处理及谱重排序。

680+ GitHub Stars

docs / code / pypi

sgtsnepi

A pure Python port of the SG-t-SNE-Π algorithm for embedding sparse graphs into 2D/3D space.

SG-t-SNE-Π 算法的纯 Python 实现，用于将稀疏图嵌入二维/三维空间。

docs / code / pypi