DeviaVir/zenbotArchived
Zenbot
Zenbot is an automated cryptocurrency trading bot designed to execute trades on exchanges based on technical analysis and predefined risk parameters. It functions as a technical analysis engine that processes market data through mathematical indicators to generate actionable trade signals.
The system includes a genetic algorithm strategy optimizer to automatically discover the most profitable parameter configurations. It provides multiple simulation environments, including a trading strategy backtester for replaying historical data and a paper trading simulator for testing strategies against live markets without risking capital.
The project covers a broad range of trading capabilities, including automated and manual order execution, order stop management, and portfolio monitoring via a read-only web dashboard. It also features a plugin architecture for exchange integration, a notification system for trade alerts, and REST endpoints to expose trading statistics to external programs.
Features
- Automated Trading Engines - Ships an automated engine that executes quantitative trades based on technical analysis and real-time market data.
- Genetic Algorithms - Uses genetic algorithms to automatically discover the most profitable trading parameter configurations.
- Technical Indicator Calculators - Calculates mathematical market indicators like RSI and MACD to generate actionable trade signals.
- Algorithmic Trading Simulators - Provides a paper trading mode to simulate strategies against live market data without risking capital.
- Cryptocurrency Trading Platforms - Functions as a comprehensive platform for managing assets and trading across multiple cryptocurrency exchanges.
- Trading Simulations - Provides a paper trading environment for validating strategies against live markets without real capital.
- Trading Strategy Backtesters - Provides a backtester to evaluate strategy performance by replaying historical market data.
- Trading Exchange Connectors - Features a plugin-based architecture to connect to various cryptocurrency exchange APIs.
- Order Execution Engines - Ships an order execution engine to manage the lifecycle of limit orders and control entry and exit prices.
- Technical Analysis - Applies mathematical technical analysis to identify market trends and generate trading signals.
- Technical Indicator Engines - Implements a technical indicator engine that processes price data to generate actionable trade signals.
- Trading Strategy Optimizers - Optimizes trading strategy parameters using parallel iterations to identify the most profitable configurations.
- Trade Visualization Tools - Offers a web dashboard for visualizing trade execution sequences and price action charts.
- Real-time Portfolio Tracking - Offers real-time tracking of portfolio equity, profit, and loss through a web dashboard.
- Stop-Loss Strategies - Includes logic for configuring stop-loss and trailing profit stops to manage risk.
- Trade Statistics Trackers - Includes a web dashboard for tracking trade statistics and bot performance.
- Trading Command Interfaces - Provides a command-line interface for interactive trading control and manual order overrides.
- Strategy Parameter Optimization - Uses a genetic algorithm to automatically optimize parameters for quantitative trading strategies.
- Plugin Extenders - Allows extending bot logic and supporting new platforms through a runtime plugin architecture.
- Evolutionary Strategy Optimizers - Ships a genetic algorithm optimizer to automatically discover the most profitable trading configurations.
- Web Dashboards - Provides a read-only web dashboard for monitoring trading statistics and bot status.
- Algorithmic Trading Engines - Command-line crypto trading bot.
- Trading Automation - Command-line interface for automated cryptocurrency trading and market analysis.
- Cryptocurrency Trading - CLI-based crypto trading bot with MongoDB support.
