21 best Python Trading Bot libraries in 2023

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by reegs20 dot icon Updated: Jan 13, 2023

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Guide Kit 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

Python doticonstar image 16213 doticonVersion:1.4.1doticon
License: Permissive (Apache-2.0)

Zipline, a Pythonic Algorithmic Trading Library

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            ziplineby quantopian

            Python doticon star image 16213 doticonVersion:1.4.1doticon License: Permissive (Apache-2.0)

            Zipline, a Pythonic Algorithmic Trading Library
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                      TA-Lib is extensively used to perform technical analysis on financial data using technical indicators.

                      ta-libby mrjbq7

                      Python doticonstar image 5392 doticonVersion:Currentdoticon
                      License: Others (Non-SPDX)

                      Python wrapper for TA-Lib (http://ta-lib.org/).

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                                ta-libby mrjbq7

                                Python doticon star image 5392 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                Python wrapper for TA-Lib (http://ta-lib.org/).
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                                          The Pybacktest library offers a vectorized backtesting framework in Python / pandas, and is designed to make backtesting β€” compact, simple, and fast.

                                          freqtradeby freqtrade

                                          Python doticonstar image 22129 doticonVersion:2023.5.1doticon
                                          License: Strong Copyleft (GPL-3.0)

                                          Free, open source crypto trading bot

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                                                    freqtradeby freqtrade

                                                    Python doticon star image 22129 doticonVersion:2023.5.1doticon License: Strong Copyleft (GPL-3.0)

                                                    Free, open source crypto trading bot
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                                                              Python doticonstar image 7160 doticonVersion:Currentdoticon
                                                              License: Strong Copyleft (GPL-3.0)

                                                              Automated cryptocurrency trading bot

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                                                                        binance-trade-botby edeng23

                                                                        Python doticon star image 7160 doticonVersion:Currentdoticon License: Strong Copyleft (GPL-3.0)

                                                                        Automated cryptocurrency trading bot
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                                                                                  jesseby jesse-ai

                                                                                  Python doticonstar image 4701 doticonVersion:Currentdoticon
                                                                                  License: Permissive (MIT)

                                                                                  An advanced crypto trading bot written in Python

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                                                                                            jesseby jesse-ai

                                                                                            Python doticon star image 4701 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                            An advanced crypto trading bot written in Python
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                                                                                                      Crypto-Signalby CryptoSignal

                                                                                                      Python doticonstar image 4376 doticonVersion:Currentdoticon
                                                                                                      License: Permissive (MIT)

                                                                                                      Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks

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                                                                                                                Crypto-Signalby CryptoSignal

                                                                                                                Python doticon star image 4376 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks
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                                                                                                                          Binance-volatility-trading-botby CyberPunkMetalHead

                                                                                                                          Python doticonstar image 3227 doticonVersion:Currentdoticon
                                                                                                                          License: Permissive (MIT)

                                                                                                                          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.

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                                                                                                                                    Binance-volatility-trading-botby CyberPunkMetalHead

                                                                                                                                    Python doticon star image 3227 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                    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.
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                                                                                                                                              binance-traderby yasinkuyu

                                                                                                                                              Python doticonstar image 2322 doticonVersion:Currentdoticon
                                                                                                                                              no licences License: No License (null)

                                                                                                                                              πŸ’° Cryptocurrency Trading Bot for Binance (Experimental)

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                                                                                                                                                        binance-traderby yasinkuyu

                                                                                                                                                        Python doticon star image 2322 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                        πŸ’° Cryptocurrency Trading Bot for Binance (Experimental)
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                                                                                                                                                                  OctoBotby Drakkar-Software

                                                                                                                                                                  Python doticonstar image 2091 doticonVersion:0.4.50doticon
                                                                                                                                                                  License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                  Cryptocurrency trading bot using technical analysis based strategy with an advanced web interface

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                                                                                                                                                                            OctoBotby Drakkar-Software

                                                                                                                                                                            Python doticon star image 2091 doticonVersion:0.4.50doticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                            Cryptocurrency trading bot using technical analysis based strategy with an advanced web interface
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                                                                                                                                                                                      cointrolby jakubroztocil

                                                                                                                                                                                      Python doticonstar image 1435 doticonVersion:Currentdoticon
                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                      ΰΈΏ Bitcoin trading bot with a real-time dashboard for Bitstamp.

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                                                                                                                                                                                                cointrolby jakubroztocil

                                                                                                                                                                                                Python doticon star image 1435 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                ΰΈΏ Bitcoin trading bot with a real-time dashboard for Bitstamp.
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                                                                                                                                                                                                          Python doticonstar image 1028 doticonVersion:Currentdoticon
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                                                                                                                                                                                                          Crypto Trading Bots in Python - Triangular Arbitrage, Beginner & Advanced Cryptocurrency Trading Bots Written in Python

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                                                                                                                                                                                                                    Cryptocurrency-Trading-Bots-Python-Beginner-Advanceby Roibal

                                                                                                                                                                                                                    Python doticon star image 1028 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                    Crypto Trading Bots in Python - Triangular Arbitrage, Beginner & Advanced Cryptocurrency Trading Bots Written in Python
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                                                                                                                                                                                                                              algobotby ZENALC

                                                                                                                                                                                                                              Python doticonstar image 851 doticonVersion:2.1.1doticon
                                                                                                                                                                                                                              License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                              Cryptocurrency trading bot with a graphical user interface with support for simulations, backtests, optimizations, and running live bots.

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                                                                                                                                                                                                                                        algobotby ZENALC

                                                                                                                                                                                                                                        Python doticon star image 851 doticonVersion:2.1.1doticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                        Cryptocurrency trading bot with a graphical user interface with support for simulations, backtests, optimizations, and running live bots.
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                                                                                                                                                                                                                                                  binance-tutorialsby hackingthemarkets

                                                                                                                                                                                                                                                  Python doticonstar image 776 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                  no licences License: No License (null)

                                                                                                                                                                                                                                                  Real-Time Candlestick Charts and Crypto Trading Bot using Binance API and Websockets

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                                                                                                                                                                                                                                                            binance-tutorialsby hackingthemarkets

                                                                                                                                                                                                                                                            Python doticon star image 776 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                                                                                                                            Real-Time Candlestick Charts and Crypto Trading Bot using Binance API and Websockets
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                                                                                                                                                                                                                                                                      pybacktestby ematvey

                                                                                                                                                                                                                                                                      Python doticonstar image 590 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                      Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier β€” compact, simple and fast

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                                                                                                                                                                                                                                                                                pybacktestby ematvey

                                                                                                                                                                                                                                                                                Python doticon star image 590 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier β€” compact, simple and fast
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                                                                                                                                                                                                                                                                                          crypto-traderby pirate

                                                                                                                                                                                                                                                                                          Python doticonstar image 563 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                          License: Permissive (MIT)

                                                                                                                                                                                                                                                                                          :moneybag: Cryptocurrency trading bot library with a simple example strategy (trading via Gemini).

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                                                                                                                                                                                                                                                                                                    crypto-traderby pirate

                                                                                                                                                                                                                                                                                                    Python doticon star image 563 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                    :moneybag: Cryptocurrency trading bot library with a simple example strategy (trading via Gemini).
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                                                                                                                                                                                                                                                                                                              Python doticonstar image 540 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                              License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                              A stock trading bot that uses machine learning to make price predictions.

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                                                                                                                                                                                                                                                                                                                        stock-trading-mlby yacoubb

                                                                                                                                                                                                                                                                                                                        Python doticon star image 540 doticonVersion:Currentdoticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                        A stock trading bot that uses machine learning to make price predictions.
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                                                                                                                                                                                                                                                                                                                                  Python doticonstar image 436 doticonVersion:v0.5-betadoticon
                                                                                                                                                                                                                                                                                                                                  License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                                  a framework πŸ— for trading with tradingview webhooks!

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                                                                                                                                                                                                                                                                                                                                            tradingview-webhooks-botby robswc

                                                                                                                                                                                                                                                                                                                                            Python doticon star image 436 doticonVersion:v0.5-betadoticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                                            a framework πŸ— for trading with tradingview webhooks!
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                                                                                                                                                                                                                                                                                                                                                      crypto-arbitrageby kelvinau

                                                                                                                                                                                                                                                                                                                                                      Python doticonstar image 579 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                      Automatic Cryptocurrency Trading Bot using Triangular or Exchange Arbitrages

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                                                                                                                                                                                                                                                                                                                                                                crypto-arbitrageby kelvinau

                                                                                                                                                                                                                                                                                                                                                                Python doticon star image 579 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                Automatic Cryptocurrency Trading Bot using Triangular or Exchange Arbitrages
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                                                                                                                                                                                                                                                                                                                                                                          TensorFlow-Bitcoin-Robotby TensorFlowNews

                                                                                                                                                                                                                                                                                                                                                                          Python doticonstar image 157 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                          A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.

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                                                                                                                                                                                                                                                                                                                                                                                    TensorFlow-Bitcoin-Robotby TensorFlowNews

                                                                                                                                                                                                                                                                                                                                                                                    Python doticon star image 157 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                    A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.
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                                                                                                                                                                                                                                                                                                                                                                                              pyjuqueby tudorelu

                                                                                                                                                                                                                                                                                                                                                                                              Python doticonstar image 432 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                                                                                                              License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                              ⚑ Open Source Algorithmic Trading Bot for Python.

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                                                                                                                                                                                                                                                                                                                                                                                                        pyjuqueby tudorelu

                                                                                                                                                                                                                                                                                                                                                                                                        Python doticon star image 432 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                        ⚑ Open Source Algorithmic Trading Bot for Python.
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                                                                                                                                                                                                                                                                                                                                                                                                                  Titanby exdx

                                                                                                                                                                                                                                                                                                                                                                                                                  Python doticonstar image 156 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                                                                                                                                  License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                                                                                                                  Cryptocurrency trading bot framework

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                                                                                                                                                                                                                                                                                                                                                                                                                            Titanby exdx

                                                                                                                                                                                                                                                                                                                                                                                                                            Python doticon star image 156 doticonVersion:Currentdoticon License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                                                                                                                                            Cryptocurrency trading bot framework
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                                                                                                                                                                                                                                                                                                                                                                                                                                      PyTrendFollowby chrism2671

                                                                                                                                                                                                                                                                                                                                                                                                                                      Python doticonstar image 132 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                      PyTrendFollow - systematic futures trading using trend following

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                                                                                                                                                                                                                                                                                                                                                                                                                                                PyTrendFollowby chrism2671

                                                                                                                                                                                                                                                                                                                                                                                                                                                Python doticon star image 132 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                PyTrendFollow - systematic futures trading using trend following
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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Bitcoin-Surge-Trading-Alphaby CyberPunkMetalHead

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python doticonstar image 128 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                                                                                                                                                                          no licences License: No License (null)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Crypto trading bot that detects surges in the bitcoin price and executes trades.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Bitcoin-Surge-Trading-Alphaby CyberPunkMetalHead

                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Python doticon star image 128 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Crypto trading bot that detects surges in the bitcoin price and executes trades.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              pytraderby caktux

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Python doticonstar image 131 doticonVersion:Currentdoticon
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              PyTrader - Python-based crypto trading bot

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        pytraderby caktux

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python doticon star image 131 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        PyTrader - Python-based crypto trading bot
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