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.
Star history
How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.
