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
Zipline, 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
Python 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
Free, open source crypto trading bot
freqtradeby freqtrade
Python
22129
Version:2023.5.1
License: Strong Copyleft (GPL-3.0)
binance-trade-botby edeng23
Automated cryptocurrency trading bot
binance-trade-botby edeng23
Python
7160
Version:Current
License: Strong Copyleft (GPL-3.0)
jesseby jesse-ai
An advanced crypto trading bot written in Python
jesseby jesse-ai
Python
4701
Version:Current
License: Permissive (MIT)
Crypto-Signalby CryptoSignal
Github.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
This 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
π° Cryptocurrency Trading Bot for Binance (Experimental)
binance-traderby yasinkuyu
Python
2322
Version:Current
License: No License
OctoBotby Drakkar-Software
Cryptocurrency 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
ΰΈΏ Bitcoin trading bot with a real-time dashboard for Bitstamp.
cointrolby jakubroztocil
Python
1435
Version:Current
License: Permissive (MIT)
Crypto 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
Cryptocurrency 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
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
Vectorized 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
: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
A 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
a 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
Automatic Cryptocurrency Trading Bot using Triangular or Exchange Arbitrages
crypto-arbitrageby kelvinau
Python
579
Version:Current
License: Permissive (MIT)
TensorFlow-Bitcoin-Robotby TensorFlowNews
A 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
β‘ Open Source Algorithmic Trading Bot for Python.
pyjuqueby tudorelu
Python
432
Version:Current
License: Permissive (MIT)
PyTrendFollowby chrism2671
PyTrendFollow - systematic futures trading using trend following
PyTrendFollowby chrism2671
Python
132
Version:Current
License: Permissive (MIT)
Bitcoin-Surge-Trading-Alphaby CyberPunkMetalHead
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