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backtrader/backtrader

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22,019 Stars·5,132 Forks·Python·GPL-3.0·10 Aufrufewww.backtrader.com↗

Backtrader

Backtrader is a Python backtesting framework and algorithmic trading platform. It provides a toolkit for developing automated trading rules and simulating investment strategies using historical financial time-series data.

The system functions as a quantitative analysis tool, combining a simulation engine for testing trading rules with a financial data visualizer that generates price action charts. It allows for the calculation of technical indicators and the evaluation of portfolio performance through risk-adjusted returns.

The platform covers live trading integration via brokerage APIs and market data integration from external files or online sources. Its capabilities include technical indicator calculation and the visualization of trade entries and exits.

Features

  • Algorithmic Trading Platforms - Provides a complete platform for developing, backtesting, and executing automated financial trading strategies.
  • Algorithmic Trading Simulators - Provides a simulation engine to evaluate automated investment strategies against historical market data.
  • Trading Strategy Backtesters - Analyzes the historical effectiveness of investment strategies using quantitative metrics and risk-adjusted returns.
  • Technical Indicator Calculators - Implements a library of mathematical formulas to compute market trends and trading signals.
  • Market Data Sources - Integrates historical and real-time financial time-series data from external files and online sources.
  • Live Trading Execution - Provides capabilities for executing trades in real-time through direct brokerage API connections.
  • Performance Visualization - Generates price action charts to visually inspect the timing of trade entries and exits.
  • Financial Market Visualizers - Ships a plotting utility to render price data and trade execution markers on financial charts.
  • Trade Execution Overlays - Provides visual markers to plot trade entries and exits directly onto price action charts.
  • Portfolio Performance Metrics - Evaluates strategy effectiveness using quantitative metrics such as risk-adjusted returns.
  • Financial Analysis Tools - Offers a toolkit for performing quantitative research and financial modeling through technical indicators.
  • Technical Analysis - Calculates market trends and trading signals using mathematical formulas and technical indicators.
  • Algorithmic Trading Engines - Python library for backtesting trading strategies.
  • Trading and Backtesting - Library for backtesting trading strategies.
  • Trading Platforms - Feature-rich Python framework for backtesting and trading.

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Häufig gestellte Fragen

Was macht backtrader/backtrader?

Backtrader is a Python backtesting framework and algorithmic trading platform. It provides a toolkit for developing automated trading rules and simulating investment strategies using historical financial time-series data.

Was sind die Hauptfunktionen von backtrader/backtrader?

Die Hauptfunktionen von backtrader/backtrader sind: Algorithmic Trading Platforms, Algorithmic Trading Simulators, Trading Strategy Backtesters, Technical Indicator Calculators, Market Data Sources, Live Trading Execution, Performance Visualization, Financial Market Visualizers.

Welche Open-Source-Alternativen gibt es zu backtrader/backtrader?

Open-Source-Alternativen zu backtrader/backtrader sind unter anderem: yutiansut/quantaxis — Quantaxis is a quantitative trading framework designed for building, backtesting, and executing automated strategies… stocksharp/stocksharp — StockSharp is an algorithmic trading platform and quantitative framework used for developing and deploying trading… gbeced/pyalgotrade — pyalgotrade is a Python algorithmic trading library designed for developing, backtesting, and executing automated… ricequant/rqalpha — RQAlpha is a Python-native quantitative trading backtesting framework and live trading execution system. It provides… fasiondog/hikyuu — Hikyuu is a quantitative trading framework designed for developing, backtesting, and executing systematic trading… polakowo/vectorbt — VectorBT is a vectorized trading strategy backtesting framework that simulates thousands of strategy configurations in…

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