snswrld / stock-prediction

Implementation of stock technical indicators and deep LSTM for closing price 30-day lookahead predictions.

Stock Prediction

This file uses deep LSTM and various financial technical indicators functions to predict stock price.

Simple Moving Average
Exponential Moving Average
Aroon Oscillator
MACD
Relative Strength Index (RSI)
Bollinger Bands 
Stochastic Oscillator
Stochastic Momentum Indicator
Chande Momentum Oscillator
Commodity Channel Index
Chaikin's Volatility Indicator
Chaikin's Oscillator
Rate of Price Change
Rate of Volume Change
William Oscillator

LSTM is implemented using Keras with TensorFlow in the backend.