MrCuber / CryptoProfit

CryptoProfit is a cutting-edge cryptocurrency trading and price prediction application designed to empower traders with advanced tools and insights. This open-source project combines machine learning-based price forecasting with an interactive trading bot, all accessible through an intuitive Streamlit-based interface.

CryptoProfit - Cryptocurrency Trading & Price Prediction App

CryptoProfit is a versatile application that combines cryptocurrency price prediction with a trading bot. It provides users with the ability to make informed trading decisions based on historical price data and machine learning predictions. This README file will guide you through setting up and using the CryptoSage application.

Features

• Price Prediction: Utilizes a machine learning model to predict future prices for Bitcoin, Ethereum, and Litecoin.
• Trading Bot: Executes buy/sell decisions based on predictions, implementing a moving average crossover strategy.
• User-Friendly Interface: Streamlit-based app with an intuitive user interface for inputting data and viewing predictions and trading bot actions.
• Performance Metrics: Provides performance metrics for the trading bot, including profit/loss and trade statistics.

Installation

1. Clone the repository to your local machine:

   git clone https://github.com/MrCuber/CryptoProfit.git

2. Navigate to the Project directory:

   cd CryptoProfit

Usage

Run the CryptoSage app

streamlit run app.py

1. Use the app to input historical price data and generate predictions.
2. Start and stop the trading bot to observe its actions and performance.
3. Explore the performance metrics to assess the bot's effectiveness.

Warnings

Do not use the app for real trading without thorough testing and understanding of the trading strategy.