26 best Python Foreign Exchange libraries in 2023

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by weaver dot icon Updated: Sep 1, 2021

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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.

qsforexby mhallsmoore

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QuantStart Forex Backtesting and Live Trading

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            qsforexby mhallsmoore

            Python doticon star image 703 doticonVersion:Currentdoticonno licences License: No License

            QuantStart Forex Backtesting and Live Trading
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                      yahoofinancialsby JECSand

                      Python doticonstar image 739 doticonVersion:1.14doticon
                      License: Permissive (MIT)

                      A 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.

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                                yahoofinancialsby JECSand

                                Python doticon star image 739 doticonVersion:1.14doticon License: Permissive (MIT)

                                A 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.
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                                          bitexby Crypto-toolbox

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                                          Crypto-currency Exchange API Framework

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                                                    bitexby Crypto-toolbox

                                                    Python doticon star image 463 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                    Crypto-currency Exchange API Framework
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                                                              forex-pythonby MicroPyramid

                                                              Python doticonstar image 560 doticonVersion:v1.8doticon
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                                                              Foreign exchange rates, Bitcoin price index and currency conversion using ratesapi.io

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                                                                        forex-pythonby MicroPyramid

                                                                        Python doticon star image 560 doticonVersion:v1.8doticon License: Permissive (MIT)

                                                                        Foreign exchange rates, Bitcoin price index and currency conversion using ratesapi.io
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                                                                                  Python doticonstar image 301 doticonVersion:Currentdoticon
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                                                                                  A long term short term memory recurrent neural network to predict forex data time series

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                                                                                            LSTM---Stock-predictionby jgpavez

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                                                                                            A long term short term memory recurrent neural network to predict forex data time series
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                                                                                                      Python doticonstar image 214 doticonVersion:Currentdoticon
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                                                                                                      Python based api for searching google web, images, calc, and currency conversion.

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                                                                                                                Google-Search-APIby BirdAPI

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                                                                                                                Python based api for searching google web, images, calc, and currency conversion.
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                                                                                                                          moneyby carlospalol

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                                                                                                                          Python money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.

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                                                                                                                                    moneyby carlospalol

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                                                                                                                                    Python money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
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                                                                                                                                              ratesapiby apilayer

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                                                                                                                                              Forex conversion exchange rates api for free

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                                                                                                                                                        ratesapiby apilayer

                                                                                                                                                        Python doticon star image 175 doticonVersion:v1.0doticon License: Permissive (MIT)

                                                                                                                                                        Forex conversion exchange rates api for free
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                                                                                                                                                                  Forex-DQNby noootown

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                                                                                                                                                                  Simple version of auto forex trader build upon the concept of DQN

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                                                                                                                                                                            Forex-DQNby noootown

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                                                                                                                                                                            Simple version of auto forex trader build upon the concept of DQN
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                                                                                                                                                                                      gym-fxby harveybc

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                                                                                                                                                                                      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

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                                                                                                                                                                                                gym-fxby harveybc

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                                                                                                                                                                                                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
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                                                                                                                                                                                                          currencyconverterby alexprengere

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                                                                                                                                                                                                          A Python currency converter using the European Central Bank data.

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                                                                                                                                                                                                                    currencyconverterby alexprengere

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                                                                                                                                                                                                                    A Python currency converter using the European Central Bank data.
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                                                                                                                                                                                                                              TradingGymby cove9988

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                                                                                                                                                                                                                              Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.

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                                                                                                                                                                                                                                        TradingGymby cove9988

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                                                                                                                                                                                                                                        Trading Gym is an open source project for the development of reinforcement learning algorithms in the context of trading.
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                                                                                                                                                                                                                                                  A Deep Reinforcement Learning Challenge on Forex Portfolio Management

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                                                                                                                                                                                                                                                            forex-rl-challengeby kayuksel

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                                                                                                                                                                                                                                                            A Deep Reinforcement Learning Challenge on Forex Portfolio Management
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                                                                                                                                                                                                                                                                      A machine learning program that is able to recognize patterns inside Forex or stock data

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                                                                                                                                                                                                                                                                                Forex-and-Stock-Python-Pattern-Recognizerby RiccardoM

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                                                                                                                                                                                                                                                                                A machine learning program that is able to recognize patterns inside Forex or stock data
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                                                                                                                                                                                                                                                                                          Currency conversion for django money

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                                                                                                                                                                                                                                                                                                    django-money-ratesby evonove

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                                                                                                                                                                                                                                                                                                    Currency conversion for django money
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                                                                                                                                                                                                                                                                                                              Trading-Botby RaidasGrisk

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                                                                                                                                                                                                                                                                                                              Code for automated FX trading

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                                                                                                                                                                                                                                                                                                                        Trading-Botby RaidasGrisk

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                                                                                                                                                                                                                                                                                                                        Code for automated FX trading
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                                                                                                                                                                                                                                                                                                                                  Python doticonstar image 80 doticonVersion:v4.2.1doticon
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                                                                                                                                                                                                                                                                                                                                  Intrinio Python SDK for Real-Time Stock Prices

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                                                                                                                                                                                                                                                                                                                                            intrinio-realtime-python-sdkby intrinio

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                                                                                                                                                                                                                                                                                                                                            Intrinio Python SDK for Real-Time Stock Prices
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                                                                                                                                                                                                                                                                                                                                                      Python doticonstar image 71 doticonVersion:v1.2doticon
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                                                                                                                                                                                                                                                                                                                                                      Most convinent currencies converting tool for alfred3

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                                                                                                                                                                                                                                                                                                                                                                alfred3-workflow-CurrencyXby plummm

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                                                                                                                                                                                                                                                                                                                                                                Most convinent currencies converting tool for alfred3
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                                                                                                                                                                                                                                                                                                                                                                          Alfred workflow to convert between currencies

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                                                                                                                                                                                                                                                                                                                                                                                    currency-exchangeby daninfpj

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                                                                                                                                                                                                                                                                                                                                                                                    Alfred workflow to convert between currencies
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                                                                                                                                                                                                                                                                                                                                                                                              django-exchangeby metglobal

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                                                                                                                                                                                                                                                                                                                                                                                              Currency, exchange rate and conversions support for django projects.

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                                                                                                                                                                                                                                                                                                                                                                                                        django-exchangeby metglobal

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                                                                                                                                                                                                                                                                                                                                                                                                        Currency, exchange rate and conversions support for django projects.
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                                                                                                                                                                                                                                                                                                                                                                                                                  ImundboQuantby MikaelFuresjo

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                                                                                                                                                                                                                                                                                                                                                                                                                  Machine learning in Python for stock market and forex market predictions (fully functional)

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                                                                                                                                                                                                                                                                                                                                                                                                                            ImundboQuantby MikaelFuresjo

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                                                                                                                                                                                                                                                                                                                                                                                                                            Machine learning in Python for stock market and forex market predictions (fully functional)
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                                                                                                                                                                                                                                                                                                                                                                                                                                      mexbtcapiby goncalopp

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                                                                                                                                                                                                                                                                                                                                                                                                                                      The Multi-Exchange Bitcoin API offers a consistent high-level API across multiple bitcoin exchanges

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                                                                                                                                                                                                                                                                                                                                                                                                                                                mexbtcapiby goncalopp

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                                                                                                                                                                                                                                                                                                                                                                                                                                                The Multi-Exchange Bitcoin API offers a consistent high-level API across multiple bitcoin exchanges
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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Example of the forex trading system using Jiji and Tensorflow.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Example of the forex trading system using Jiji and Tensorflow.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              pyfxby jmelett

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Forex Trading Platform written in Python

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Forex Trading Platform written in Python
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Use Yahoo Finance or Google's 'hidden' Finance APIs to retrieve current stock and forex data as well as historic quotes

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Use Yahoo Finance or Google's 'hidden' Finance APIs to retrieve current stock and forex data as well as historic quotes
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Forex & Equities Trading Strategies using Machine Learning, Deep Learning and Statistical Techniques

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                QuantConnect-Trading-Strategiesby ksjagtap

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Python doticon star image 32 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Forex & Equities Trading Strategies using Machine Learning, Deep Learning and Statistical Techniques
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