yuhsuanlin23130 / Use-AI-and-community-data-to-assist-investment-decision-2020
用AI及社群數據協助股票投資決策: 在資訊不對稱的群眾市場，以人工智慧語意技術，分析新聞與論壇內容的消息情報後，進行股價預測。 因為股票市場由群眾決定，因此分析群眾所反映的想法，即可預測市場。本專題針對科技業半導體個股，選擇討論量大、股價波動大的台積電、聯電、聯發科與大盤指數四支股票。以2016到2018年Ptt BBS Stock論壇、mobile01投資與理財(生活娛樂)論壇、yahoo股市重大要聞與最新財經新聞為文本集，建立預測模型並進行移動回測。
☆9Updated 4 years ago
Alternatives and similar repositories for Use-AI-and-community-data-to-assist-investment-decision-2020:
Users that are interested in Use-AI-and-community-data-to-assist-investment-decision-2020 are comparing it to the libraries listed below
- 多策略回測比較☆35Updated 2 years ago
- Backtrader策略機☆37Updated 4 years ago
- Python量化交易，VNPY大師班☆15Updated 3 years ago
- Modular backtesting tools (Python)☆12Updated 5 months ago
- PTT、Yahoo台股財經新聞、鉅亨網、台灣塑膠製品同業公會、PChome、 讀古詩詞網、金10報價牆、證交所三大法人買賣超日報☆15Updated 4 years ago
- FinTech☆115Updated 8 years ago
- 量化投資基本功☆35Updated 3 years ago
- 台灣期貨交易所報價爬蟲即時波動率計算與視覺化(taifex qoute python wrapper, calculate implied volatility and visualization )☆87Updated 8 years ago
- Python 金融市場賺大錢聖經：寫出你的專屬指標☆61Updated last week
- ☆11Updated 3 years ago
- An example to demo how to program a dll for MultiCharts☆21Updated 5 years ago
- TEJ_API_Python_量化分析☆32Updated 2 months ago
- BASIC_PYTHON_TRADING_BOOK☆12Updated 4 months ago
- ☆13Updated 10 months ago
- 使用文件、程式範例☆39Updated 2 weeks ago
- Algorithmic trading☆22Updated 5 years ago
- shioaji day trading demo package☆31Updated last year
- This is a simple tutorial for manipulating financial data.☆51Updated 4 years ago
- quantitative trading system based on deep learning and reinforcement learning☆51Updated 6 years ago
- This is an internship project aiming to make Attribution Analysis for general equity funds in China market☆14Updated 6 years ago
- 计算波动率的六种方法，计算隐含波动率，凤凰期权的定价，编制基于50ETF期权的VIX指数☆120Updated 4 years ago
- Trend Prediction for High Frequency Trading☆37Updated 2 years ago
- my first factor-stock-selecting backtest function☆21Updated 4 years ago
- 在Kaggle比赛中的Featuretools指南☆17Updated 6 years ago
- 一个简单的量化研究框架，具备基本的数据获取、因子分析、机器学习、回测及结果分析功能☆44Updated 2 years ago
- 基于聚宽平台，探索分钟级的高频交易☆33Updated 4 years ago
- alpha101 的 quantaxis 适配版本☆43Updated 3 years ago
- Documentation☆276Updated last year
- tick价差套利（参考vnpy网友资料、vnpy论坛资料、windquant）： 1、按被动腿时间戳对齐 2、profile函数展示（需要py3） 3、平稳性检验 4、对冲手数计算 5、2sigma开仓，3sigma止损(或者赌价差扩散？)6、连续止损后cool down一…☆14Updated 5 years ago
- 改进gplearn,主要使用在股票公式挖掘☆92Updated 4 years ago