StockMarket Prediction Web App

This is official repository of stockmarket prediction web App using Long Short-Term Memory (LSTM) is a type of recurrent neural network (RNN) Model Official deployment:https://stockmarketai-predict-akshat.onrender.com/

Output

Infosys Stock detail as listed in Nasdaq Usa data taking from library of yahoo yfinance

Prices according Moving Average 50

Prices according Moving Average 50 and Moving Average 100

Prediction of stock price as per Our Model

Demo

https://stockmarketai-predict-akshat.onrender.com/ Docker Demo:https://hub.docker.com/r/akshats063/shareprice Docker pull request docker pull akshats063/shareprice

How to Run

conda create -n visa python=3.8 -y

conda activate visa

pip install -r requirements.txt

python3 app.py

Tech Stack

Client: Python, Keras,Tensorflow,LSTM,yifinance,streamlit

Server: streamlit,render.com

Deployment

To deploy this project run

  streamlit run app.py

  pip install -r requirements.txt