/Conjexure-A-Web-App-for-Stock-Market-Forecasting

Conjexure is a machine learning web app for forecasting the stock prices of certain companies into the future.

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Conjexure - Stock Market Forecasting

Conjexure is a machine learning web app for forecasting the stock prices of certain companies into the future. Conjexure utilizes the stock prices for Alphabet Inc. (GOOG) and Apple Inc. (AAPL) for training. This is primarily because the closing stock price graph for these companies over time is quite smooth overall and avoids any sudden ups or downs and follows a healthy upwards trend.


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Preview

Web_app


Web_app

Functionalities

  • Forecasts Stock Prices of Alphabet Inc. (GOOG)
  • Forecasts Stock Prices of Apple Inc. (APPL)
  • The forecast time window can be set by the user.

Instructions to run

  • To install the required dependencies and modules, please execute the provided pip command.
pip install streamlit yfinance numpy pandas tensorflow keras scikit-learn matplotlib pandas_datareader
  • Clone this repository either through GitHub Desktop or your command line interface, based on your personal preference.

Executing Streamlit scripts is remarkably straightforward. Simply navigate to your cloned directory and input the following command into your terminal.

streamlit run stockpricepred.py

Contributors

Aditya Mangla

Aditya Mangla

Harsh Sharma

Harsh Sharma

Abhishek Saxena

Abhishek Saxena

Aditya Shukla

Aditya Shukla

Tarushi Pathak

Tarushi Pathak

Ankita Kokkera

Ankita

Sheel Patel

Sheel patel

ΛDIƬYΛ VΣЯMΛ

Aditya Verma

License

License

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