kmesfun / Currency-Price-EU-USD-Prediction

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

###Description There are 3 features that are used to determine the price. It uses some textual feature: three popular technical indicators that can help the model predict the price as they help human traders to do the same task.

Technical Indicators

Trend indicator

What is Trend?

MACD

What is the 'Moving Average Convergence Divergence - MACD': Moving average convergence divergence (MACD) is a trend-following momentum indicator that shows the relationship between two moving averages of prices.

Momentum indicator

What is Momentum?

Stochastics Oscillator

In technical analysis of securities trading, the stochastic oscillator is a momentum indicator that uses support and resistance levels.

Volume indicator

What is Volume?

Average True Range

Is an indicator to measure the volalitility (NOT price direction). The largest of:

  • Method A: Current High less the current Low
  • Method B: Current High less the previous Close (absolute value)
  • Method C: Current Low less the previous Close (absolute value)

Models

~~ Recurrent Neural Network ~~

A recurrent neural network model.

References

Technical Analysis - The use of Trend - Investopedia
Momentum Market - Investopedia
Volume - Investopedia

About


Languages

Language:Python 100.0%