This is a simple stock prediction web app in Python using streamlit, yahoo finance, and Facebook Prophet
WebApp Link : https://stockpriceprediction10.herokuapp.com/
Python Modules used :-
streamlit : Streamlit is an open-source Python library that makes it easy to create and share beautiful, custom web apps for machine learning and data science.
yfinance : It offers a threaded and Pythonic way to download market data from Yahoo!Ⓡ finance.
prophet : Prophet is a procedure for forecasting time series data based on an additive model where non-linear trends are fit with yearly, weekly, and daily seasonality, plus holiday effects. It works best with time series that have strong seasonal effects and several seasons of historical data.
plotly : It is an interactive, open-source, interactive data visualization library for Python
for Windows
git clone https://github.com/Sayakdutt/StockPricePrediction.git
cd StockPricePrediction
pip install -r requirements.txt
streamlit run app.py
for Linux
git clone https://github.com/Sayakdutt/StockPricePrediction.git
cd StockPricePrediction
pip3 install -r requirements.txt
streamlit run app.py