LINK TO MY APP : https://atifbeast-stocks-price-predictions-stocks-ctcijo.streamlit.app/
An innovative application that leverages Deep Learning techniques to predict future prices on the highly volatile stock market.
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- Utilizes LSTM (Long Short-Term Memory) for accurate price predictions.
- Integrates RNNs (Recurrent Neural Networks) to effectively capture and retain historical data patterns.
- Employs MongoDB for seamless storage of daily predictions and improved scalability.
- Provides accurate and reliable insights for short-term investors.
- Supports various ticker symbols for users to select from.
- Utilizes the Tiingo API for real-time stock updates.
- Clone the repository:
git clone https://github.com/Atifbeast/Stocks-Price-Predictions.git- Change to the project directory:
cd stock-price-predictor- Install the dependencies:
pip install -r requirements.txt- Obtain a Tiingo API key by signing up at Tiingo.
- Open the config.py file and replace the API_KEY value with your Tiingo API key.
- Run the application:
Contributions are welcome! If you find any issues or have suggestions, please open an issue or submit a pull request.
This project is licensed under the MIT License.