This script is a forex trading bot that does the following:
It parses data from the investing.com EUR/USD page to get the current live price.
It downloads historical data for the EUR/USD pair from Yahoo Finance.
It calculates technical indicators on that data like MACD, RSI, Bollinger Bands, etc.
It has defined different trading strategies like RSIStrategy, StochasticStrategy, MovingAverageStrategy.
It uses an SQLite database to store trading results.
It loads machine learning models to predict sentiment and price movements.
It uses the CCXT library to interact with a Binance API.
It can send notifications and recommendations to a Telegram bot.
It defines functions to plot stock data and technical indicators.
It has a run_trading_bot() function that:
Runs the backtesting Plots the stock data Plots indicators Makes stock predictions Runs sentiment analysis You can specify the trading strategy using the --strategy flag, for example: --strategy RSIStrategy --strategy MovingAverageStrategy
So in summary, this script aims to act as an end-to-end automated trading bot by:
Monitoring the latest price Analyzing historical data Using technical indicators and machine learning to generate signals Placing trades through an exchange API Reporting results and sending notifications Plotting data for analysis purposes