26 best Python Foreign Exchange libraries in 2023
by weaver 
Updated: Sep 1, 2021
Guide Kit
When trading in Forex, it is important to develop a trading bot that makes risk management easy - since Forex involves high-level financial market data. Python is one of the most popular programming languages for Forex because it enables the API to be functionally separated to perform buying and selling operations. Python-based open-source software supports both backtesting and live trading operations to help the traders develop sound strategies for a Forex application. Python libraries also provide code for working with real-time currency exchange rates.
Below is a comprehensive list of the 26 best open-source python libraries for developing Forex algorithmic trading applications. If you are looking for a full-scale, event-driven library that transitions seamlessly from testing to live trading, then qsforex is for you. Yahoofinancials is a code package that enables you to pull data like indices, currencies, ETFs, etc. from Yahoo Finance. If you intend to trade in cryptocurrencies, bitex enables you to do that by using API classes without employing interface classes. Forex-python is a library that shows exchange rates and cyptocurrency price index using ratesapi.io.
yahoofinancialsby JECSand
719 Version:1.13A powerful financial data module used for pulling data from Yahoo Finance. This module can pull fundamental and technical data for stocks, indexes, currencies, cryptos, ETFs, Mutual Funds, U.S. Treasuries, and commodity futures.
yahoofinancialsby JECSand
Python 719 Version:1.13 License: Permissive (MIT)
forex-pythonby MicroPyramid
550 Version:v1.8Foreign exchange rates, Bitcoin price index and currency conversion using ratesapi.io
forex-pythonby MicroPyramid
Python 550 Version:v1.8 License: Permissive (MIT)
LSTM---Stock-predictionby jgpavez
301 Version:Current
License: No License (null)A long term short term memory recurrent neural network to predict forex data time series
LSTM---Stock-predictionby jgpavez
Python 301 Version:Current License: No License
Google-Search-APIby BirdAPI
214 Version:Current License: No License (null)Python based api for searching google web, images, calc, and currency conversion.
Google-Search-APIby BirdAPI
Python 214 Version:Current License: No License
moneyby carlospalol
196 Version:CurrentPython money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
moneyby carlospalol
Python 196 Version:Current License: Permissive (MIT)
Forex-DQNby noootown
172 Version:CurrentSimple version of auto forex trader build upon the concept of DQN
Forex-DQNby noootown
Python 172 Version:Current License: Strong Copyleft (GPL-3.0)
gym-fxby harveybc
187 Version:Current License: No License (null)Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
gym-fxby harveybc
Python 187 Version:Current License: No License
currencyconverterby alexprengere
176 Version:CurrentA Python currency converter using the European Central Bank data.
currencyconverterby alexprengere
Python 176 Version:Current License: Permissive (Apache-2.0)
TradingGymby cove9988
113 Version:CurrentTrading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.
TradingGymby cove9988
Python 113 Version:Current License: Permissive (MIT)
forex-rl-challengeby kayuksel
110 Version:CurrentA Deep Reinforcement Learning Challenge on Forex Portfolio Management
forex-rl-challengeby kayuksel
Python 110 Version:Current License: Strong Copyleft (GPL-3.0)
Forex-and-Stock-Python-Pattern-Recognizerby RiccardoM
106 Version:CurrentA machine learning program that is able to recognize patterns inside Forex or stock data
Forex-and-Stock-Python-Pattern-Recognizerby RiccardoM
Python 106 Version:Current License: Permissive (MIT)
django-money-ratesby evonove
86 Version:0.1.0Currency conversion for django money
django-money-ratesby evonove
Python 86 Version:0.1.0 License: Permissive (BSD-3-Clause)
Trading-Botby RaidasGrisk
77 Version:Current License: No License (null)Code for automated FX trading
intrinio-realtime-python-sdkby intrinio
80 Version:v4.2.1Intrinio Python SDK for Real-Time Stock Prices
intrinio-realtime-python-sdkby intrinio
Python 80 Version:v4.2.1 License: Strong Copyleft (GPL-3.0)
alfred3-workflow-CurrencyXby plummm
71 Version:v1.2 License: No License (null)Most convinent currencies converting tool for alfred3
alfred3-workflow-CurrencyXby plummm
Python 71 Version:v1.2 License: No License
currency-exchangeby daninfpj
52 Version:1.0.3 License: No License (null)Alfred workflow to convert between currencies
currency-exchangeby daninfpj
Python 52 Version:1.0.3 License: No License
django-exchangeby metglobal
51 Version:CurrentCurrency, exchange rate and conversions support for django projects.
django-exchangeby metglobal
Python 51 Version:Current License: Permissive (MIT)
ImundboQuantby MikaelFuresjo
45 Version:CurrentMachine learning in Python for stock market and forex market predictions (fully functional)
ImundboQuantby MikaelFuresjo
Python 45 Version:Current License: Permissive (MIT)
mexbtcapiby goncalopp
42 Version:CurrentThe Multi-Exchange Bitcoin API offers a consistent high-level API across multiple bitcoin exchanges
mexbtcapiby goncalopp
Python 42 Version:Current License: Others (Non-SPDX)
jiji-with-tensorflow-exampleby unageanu
41 Version:CurrentExample of the forex trading system using Jiji and Tensorflow.
jiji-with-tensorflow-exampleby unageanu
Python 41 Version:Current License: Permissive (MIT)
FinanceMarketDataGrabberby RedSpiderMkV
39 Version:CurrentUse Yahoo Finance or Google's 'hidden' Finance APIs to retrieve current stock and forex data as well as historic quotes
FinanceMarketDataGrabberby RedSpiderMkV
Python 39 Version:Current License: Permissive (MIT)
QuantConnect-Trading-Strategiesby ksjagtap
32 Version:CurrentForex & Equities Trading Strategies using Machine Learning, Deep Learning and Statistical Techniques
QuantConnect-Trading-Strategiesby ksjagtap
Python 32 Version:Current License: Permissive (MIT)