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Stock Prediction App

This is a simple stock prediction web app in Python using streamlit, yahoo finance, and Facebook Prophet

WebApp Link : https://stockpriceprediction10.herokuapp.com/

Documentation

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

Installation

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