Conjexure - Stock Market Forecasting

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

About the project

Conjexure is a machine learning-powered web app designed to forecast stock prices for select companies. Trained on the historical closing prices of Alphabet Inc. (GOOGL) and Apple Inc. (AAPL), it leverages their relatively stable and upward-trending data to produce more consistent and reliable predictions. Built with a focus on clean data patterns and intuitive forecasting, Conjexure offers a practical glimpse into time series prediction in financial markets.

Project Details

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. (GOOGL) 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.

Functionalities

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

Instructions to run

To install Streamlit, use the given pip command.

pip install streamlit

Download the zip file from our repository and unzip into the desired directory.

Running Streamlit scripts is incredibly easy. All you need to do is enter the following line in your terminal.

streamlit run stockpricepred.py