gamzeakkurt/deep-learning-stock-prediction
This project uses machine learning models (Linear Regression and LSTM) to analyze and forecast stock market prices. It retrieves stock data from Yahoo Finance, performs exploratory data analysis (EDA), processes and engineers features, and predicts future prices. The project includes model evaluation metrics
This project helps financial analysts and traders forecast stock market prices. It takes historical stock data from Yahoo Finance, performs in-depth analysis of trends and technical indicators, and then uses deep learning models to predict future stock prices. The output includes predicted stock prices and visualizations comparing actual versus predicted values.
No commits in the last 6 months.
Use this if you need to analyze historical stock data and generate predictions for major stocks like Apple, Microsoft, Amazon, and Tesla using advanced machine learning techniques.
Not ideal if you need real-time trading signals, predictions for a wide variety of less-liquid stocks, or a solution that incorporates macroeconomic news and sentiment analysis out-of-the-box.
Stars
18
Forks
4
Language
Python
License
MIT
Category
Last pushed
Apr 21, 2025
Commits (30d)
0
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