Freqtrade: The Powerful AI Crypto Trading Bot

Freqtrade

Freqtrade is an AI-powered crypto trading bot with backtesting, optimization, and control features. Supports major exchanges.

Freqtrade: The Powerful AI Crypto Trading Bot

Freqtrade is a remarkable free and open source crypto trading bot written in Python. It offers a comprehensive set of features and capabilities to assist traders in the complex world of cryptocurrency. One of the key aspects of Freqtrade is its ability to support all major exchanges, providing users with a wide range of trading options. It can be controlled via Telegram or a webUI, adding convenience and flexibility to the trading experience. The bot comes with a suite of tools, including backtesting, plotting, and money management. Backtesting allows users to test their strategies on historical data, while plotting provides visual representations of trading data. Money management tools help users manage their risk and optimize their trading strategies. Another notable feature of Freqtrade is its strategy optimization capabilities. Using machine learning methods, users can find the best parameters for their strategies, including buy, sell, take profit (ROI), stop-loss, and trailing stop-loss parameters. Users can also select markets, either creating a static list or using an automatic one based on top traded volumes and/or prices. The bot offers both simulated money (Dry-Run mode) and real money (Live-Trade mode) options for users to test and deploy their strategies. Additionally, the Edge module helps find the best historical trade expectancy by markets based on variation of the stop-loss and allows or rejects markets to trade. The sizing of the trade is based on a risk percentage of the user's capital. Control and monitoring of the bot can be done through Telegram or a WebUI, enabling users to start/stop the bot, view profit/loss, receive daily summaries, and check the results of current open trades. Further analysis can be performed on either backtesting data or Freqtrade trading history using an SQL database, including automated standard plots and methods to load the data into interactive environments. Freqtrade supports a variety of exchange marketplaces, such as Binance, Bitmart, BingX, Bybit, Gate.io, HTX (Former Huobi), Kraken, and OKX. It also supports futures exchanges on an experimental basis. The community has tested and confirmed the working of some exchanges, such as Bitvavo and Kucoin. The project also showcases some community-driven projects, although users are advised to exercise caution when using them. To run Freqtrade, certain hardware and software requirements must be met. A linux cloud instance with a minimum of 2GB RAM, 1GB disk space, and 2vCPU is recommended. In terms of software, Docker is recommended, although Python 3.9+, pip, git, TA-Lib, and virtualenv are also required. For support and to engage with the community, users are encouraged to join the Freqtrade discord server.

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