README.md

StockSentiGAN: Stock prediction using GAN with social media sentiment analysis

Code for "Forecasting the stock prices using generative adversarial networks and sentiment analysis of social networks" (MDES vol.10 2022)

• Stock prediction using Generative Adversarial Networks
• Calculating technical indicators for stock price data and performing sentiment analysis on stock tweets

References:

• https://github.com/BenJ-cell/TimeGAN/blob/main/TIME_GAN.ipynb
• https://github.com/borisbanushev/stockpredictionai
• https://github.com/you915/Sentiment-Analysis-of-Twitter-Data-for-predicting-Apple-stock-price
• https://github.com/AshwiniDPrabhu/Stock-Prediction-Using-Twitter-Sentiment-Analysis

Citation

Forecasting the stock prices using generative adversarial networks and sentiment analysis of social networks. (2022).
MODELING THE DEVELOPMENT OF THE ECONOMIC SYSTEMS, (4), 26–32. https://doi.org/10.31891/mdes/2022-6-4 

@article{yukhymenkostocksentigan2022,
    title={Forecasting the stock prices using generative adversarial networks and sentiment analysis of social networks}, 
    author={Hanna Yukhymenko and Iryna Lazarenko},
    DOI={10.31891/mdes/2022-6-4},
    number={4},
    journal={MODELING THE DEVELOPMENT OF THE ECONOMIC SYSTEMS},
    year={2022}, month={Dec}, pages={26–32}
}