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.
Python 15744 Version:1.4.1
Python 15744 Version:1.4.1 License: Permissive (Apache-2.0)
TA-Lib is extensively used to perform technical analysis on financial data using technical indicators.
Python 5392 Version:0.4.25
Python 5392 Version:0.4.25 License: Others (Non-SPDX)
The Pybacktest library offers a vectorized backtesting framework in Python / pandas, and is designed to make backtesting — compact, simple, and fast.
Python 20605 Version:2022.12
Python 20605 Version:2022.12 License: Strong Copyleft (GPL-3.0)
Python 6974 Version:Current
Python 6974 Version:Current License: Strong Copyleft (GPL-3.0)
Python 4377 Version:0.5.0
Python 4377 Version:0.5.0 License: Permissive (MIT)
Python 4233 Version:Current
Python 4233 Version:Current License: Permissive (MIT)
Python 3227 Version:Current
Python 3227 Version:Current License: Permissive (MIT)
Python 1916 Version:Current
Python 1916 Version:Current License: No License
Python 1923 Version:0.4.33
Python 1923 Version:0.4.33 License: Strong Copyleft (GPL-3.0)
Python 1435 Version:Current
Python 1435 Version:Current License: Permissive (MIT)
Python 1012 Version:Current
Python 1012 Version:Current License: Permissive (MIT)
Python 773 Version:2.1.1
Python 773 Version:2.1.1 License: Strong Copyleft (GPL-3.0)
Python 744 Version:Current
Python 744 Version:Current License: No License
Python 590 Version:Current
Python 590 Version:Current License: Permissive (MIT)
Python 563 Version:Current
Python 563 Version:Current License: Permissive (MIT)
Python 506 Version:Current
Python 506 Version:Current License: Strong Copyleft (GPL-3.0)
Python 400 Version:v0.5-beta
Python 400 Version:v0.5-beta License: Strong Copyleft (GPL-3.0)
Python 544 Version:Current
Python 544 Version:Current License: Permissive (MIT)
Python 157 Version:Current
Python 157 Version:Current License: Permissive (Apache-2.0)
Python 147 Version:0.1.1.9
Python 147 Version:0.1.1.9 License: Permissive (MIT)
Python 132 Version:Current
Python 132 Version:Current License: Permissive (MIT)
Python 128 Version:Current
Python 128 Version:Current License: No License
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