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Stars

Stock

13 repositories

The project integrates sentiment and technical analysis using GNN, focusing on top 60 Taiwanese companies to predict stock movements. Data sources include news, stock charts, and macroeconomic indi…

Jupyter Notebook 5 Updated Aug 14, 2024

Full Stack application for retrieving Stock Data and News using LLM, LangChain and LangGraph

Python 618 92 Updated Dec 8, 2024
Python 23 5 Updated Jul 16, 2024

台灣股市股票價格擷取 (含即時股票資訊) - Taiwan Stock Opendata with realtime

Python 1,221 72FD 364 Updated May 9, 2025

台灣股票資訊收集及分析系統

Python 6 1 Updated Sep 28, 2021

台灣上市上櫃股票分析。透過爬蟲抓取台灣股市資料(歷史股價、新聞、財報等),以過去數據建立深度學習模型來分析未來股價發展。

Python 19 1 Updated May 12, 2021

台灣股票市場的情緒分析與基本的機器學習回測。

Python 6 Updated Sep 11, 2024

台灣即時股價與資料庫串接

Jupyter Notebook 1 Updated Mar 2, 2022

台灣50個股新聞爬蟲

Python 1 Updated Sep 8, 2019

使用 Colab 建立,利用python,分別對台灣的證券交易所和yahoo奇摩股市進行股票價格的網頁爬蟲,並對爬取下來的資料以data-driven的方式進行股市分析,其中包括"計算技術指標"、"K線可視化"、"資料清洗與轉置"等,接著以"ARIMA模型"、"機器學習(線性回歸、決策樹、隨機森林"、"深度學習(ANN、CNN、LSTM)"訓練模型並進行股價漲跌的預測,最後搭配交易策略和技術…

Jupyter Notebook 9 2 Updated Feb 24, 2025

一個基於 Google Trends API 的自動化數據分析工具,專門分析台灣上市公司的搜尋趨勢。通過收集與視覺化公司名稱和股票代碼的搜尋量數據,幫助理解大眾關注度與股市活動之間的關聯。

Python 3 Updated Oct 30, 2024

系統開發

Python 6 3 Updated Jan 30, 2018

python 入門到分析股市(股票) 系列 [30篇] [python_TW_stock]

HTML 16 3 Updated Jul 11, 2019
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