21 best Python Trading Bot libraries in 2023
by reegs20 
Updated: Jan 13, 2023
Guide Kit Β
Build an end-to-end automated trading application that can visualize financial data of current and past stock holdings, and then buy/sell stocks automatically using Python trading bot libraries.
The key functions of a stock trading bot built using the Python algorithmic trading libraries are getting the data, training the model, entering and exiting trades, placing orders, and getting notified. Through backtesting on historical data and by minimizing human intervention, a python trading bot can increase the speed of order entry and establish discipline in the volatile stock market to help traders earn profits. Since computer systems react quickly to fluctuating markets, an automated Python-based trading system can produce bids as soon as the defined trading conditions are met.
Browse below to check out the latest and trending python libraries to build your own automated trading bot:
Zipline is an event-driven python library that supports backtesting and live trading. It also supports Interactive Broker and Pandas integration.
ziplineby quantopian
16213 Version:1.4.1Zipline, a Pythonic Algorithmic Trading Library
ziplineby quantopian
Python 16213 Version:1.4.1 License: Permissive (Apache-2.0)
TA-Lib is extensively used to perform technical analysis on financial data using technical indicators.
ta-libby mrjbq7
5392 Version:CurrentPython wrapper for TA-Lib (http://ta-lib.org/).
ta-libby mrjbq7
Python 5392 Version:Current License: Others (Non-SPDX)
The Pybacktest library offers a vectorized backtesting framework in Python / pandas, and is designed to make backtesting β compact, simple, and fast.
freqtradeby freqtrade
22129 Version:2023.5.1Free, open source crypto trading bot
freqtradeby freqtrade
Python 22129 Version:2023.5.1 License: Strong Copyleft (GPL-3.0)
binance-trade-botby edeng23
7160 Version:CurrentAutomated cryptocurrency trading bot
binance-trade-botby edeng23
Python 7160 Version:Current License: Strong Copyleft (GPL-3.0)
jesseby jesse-ai
4701 Version:CurrentAn advanced crypto trading bot written in Python
jesseby jesse-ai
Python 4701 Version:Current License: Permissive (MIT)
Crypto-Signalby CryptoSignal
4376 Version:CurrentGithub.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks
Crypto-Signalby CryptoSignal
Python 4376 Version:Current License: Permissive (MIT)
Binance-volatility-trading-botby CyberPunkMetalHead
3227 Version:CurrentThis is a fully functioning Binance trading bot that measures the volatility of every coin on Binance and places trades with the highest gaining coins If you like this project consider donating though the Brave browser to allow me to continuously improve the script.
Binance-volatility-trading-botby CyberPunkMetalHead
Python 3227 Version:Current License: Permissive (MIT)
binance-traderby yasinkuyu
2322 Version:Current
License: No License (null)π° Cryptocurrency Trading Bot for Binance (Experimental)
binance-traderby yasinkuyu
Python 2322 Version:Current License: No License
OctoBotby Drakkar-Software
2091 Version:0.4.50Cryptocurrency trading bot using technical analysis based strategy with an advanced web interface
OctoBotby Drakkar-Software
Python 2091 Version:0.4.50 License: Strong Copyleft (GPL-3.0)
cointrolby jakubroztocil
1435 Version:CurrentΰΈΏ Bitcoin trading bot with a real-time dashboard for Bitstamp.
cointrolby jakubroztocil
Python 1435 Version:Current License: Permissive (MIT)
1028 Version:CurrentCrypto Trading Bots in Python - Triangular Arbitrage, Beginner & Advanced Cryptocurrency Trading Bots Written in Python
Cryptocurrency-Trading-Bots-Python-Beginner-Advanceby Roibal
Python 1028 Version:Current License: Permissive (MIT)
algobotby ZENALC
851 Version:2.1.1Cryptocurrency trading bot with a graphical user interface with support for simulations, backtests, optimizations, and running live bots.
algobotby ZENALC
Python 851 Version:2.1.1 License: Strong Copyleft (GPL-3.0)
binance-tutorialsby hackingthemarkets
776 Version:Current License: No License (null)Real-Time Candlestick Charts and Crypto Trading Bot using Binance API and Websockets
binance-tutorialsby hackingthemarkets
Python 776 Version:Current License: No License
pybacktestby ematvey
590 Version:CurrentVectorized backtesting framework in Python / pandas, designed to make your backtesting easier β compact, simple and fast
pybacktestby ematvey
Python 590 Version:Current License: Permissive (MIT)
crypto-traderby pirate
563 Version:Current:moneybag: Cryptocurrency trading bot library with a simple example strategy (trading via Gemini).
crypto-traderby pirate
Python 563 Version:Current License: Permissive (MIT)
stock-trading-mlby yacoubb
540 Version:CurrentA stock trading bot that uses machine learning to make price predictions.
stock-trading-mlby yacoubb
Python 540 Version:Current License: Strong Copyleft (GPL-3.0)
tradingview-webhooks-botby robswc
436 Version:v0.5-betaa framework π for trading with tradingview webhooks!
tradingview-webhooks-botby robswc
Python 436 Version:v0.5-beta License: Strong Copyleft (GPL-3.0)
crypto-arbitrageby kelvinau
579 Version:CurrentAutomatic Cryptocurrency Trading Bot using Triangular or Exchange Arbitrages
crypto-arbitrageby kelvinau
Python 579 Version:Current License: Permissive (MIT)
TensorFlow-Bitcoin-Robotby TensorFlowNews
157 Version:CurrentA Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.
TensorFlow-Bitcoin-Robotby TensorFlowNews
Python 157 Version:Current License: Permissive (Apache-2.0)
pyjuqueby tudorelu
432 Version:Currentβ‘ Open Source Algorithmic Trading Bot for Python.
pyjuqueby tudorelu
Python 432 Version:Current License: Permissive (MIT)
PyTrendFollowby chrism2671
132 Version:CurrentPyTrendFollow - systematic futures trading using trend following
PyTrendFollowby chrism2671
Python 132 Version:Current License: Permissive (MIT)
Bitcoin-Surge-Trading-Alphaby CyberPunkMetalHead
128 Version:Current License: No License (null)Crypto trading bot that detects surges in the bitcoin price and executes trades.
Bitcoin-Surge-Trading-Alphaby CyberPunkMetalHead
Python 128 Version:Current License: No License