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Top 18 Python Forex Projects
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backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
We chose backtesting.py for a backtesting framework. There are several to choose from but that one seems like the most well-supported and actively worked on at the moment.
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gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
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Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Project mention: Is NautilusTrader compatible with MetaTrader5 Python Package? | /r/algotrading | 2023-06-21
I recently found NautilusTrader. According to NautilusTrader, it can be integrated with Brokers/Exchange that provides REST, WebSocket or FIX API. Not sure if there is a work around to integrate MetaTrader5 Python to NautilusTrader.
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yahoofinancials
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.
Project mention: yahoofinancials: NEW Alternative Finance - star count:791.0 | /r/algoprojects | 2023-08-27 -
AutoTrader
A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.
Project mention: Looking for open source Python code for deep learning model to optimize portfolio | /r/algotrading | 2022-12-22 -
PyTrader-python-mt4-mt5-trading-api-connector-drag-n-drop
Open Source Trading Strategies & End-to-End solution connecting Metatrader4 & Metatrader5 💹 with Python with a simple drag and drop EA. Fully tested bug free & efficient solution for live & paper trading⭐ Full Documentation ready. Lightweight, efficient and stable implementation 🔥
Project mention: PyTrader-python-mt4-mt5-trading-api-connector-drag-n-drop: NEW Extended Research - star count:401.0 | /r/algoprojects | 2023-01-07 -
Project mention: lumibot: NEW Derivatives and Hedging - star count:319.0 | /r/algoprojects | 2023-02-12
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Mergify
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Auto-GPT-MetaTrader-Plugin
The AutoGPT MetaTrader Plugin is a software tool that enables traders to connect their MetaTrader 4 or 5 trading account to Auto-GPT.
https://github.com/isaiahbjork/Auto-GPT-MetaTrader-Plugin - a software tool that enables traders to connect their MetaTrader 4 or 5 trading account to Auto-GPT.
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gym-mtsim
A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)
Project mention: Incorporating Leverage in a Vectorbt Backtest (Crypto/Binance Futures) | /r/algotrading | 2022-09-27https://github.com/AminHP/gym-mtsim might be an option.
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paper_trading_view
PTV is a useful widget for trading view for doing paper trading when bar reply is enabled.(this feature did not implement in trading view)
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Wizardry
💫 Wizardry is an open-source CLI for building powerful algorithmic trading strategies 交易框架 (by ssantoshp)
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2023-08-27.
Python Forex related posts
- Python Trading Bot with TradingView and Binance
- Need advice on my repository
- Need some advice
- Automatic trading petition tradingview
- isaiahbjork/Auto-GPT-MetaTrader-Plugin: The AutoGPT MetaTrader Plugin is a software tool that enables traders to connect their MetaTrader 4 or 5 trading account to Auto-GPT.
- AutoGPT MetaTrader Plugin
- AutoGPT MetaTrader Plugin
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A note from our sponsor - Mergify
blog.mergify.com | 23 Sep 2023
Index
What are some of the best open-source Forex projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | backtesting.py | 4,068 |
| 2 | gym-anytrading | 1,780 |
| 3 | nautilus_trader | 1,086 |
| 4 | yahoofinancials | 803 |
| 5 | AutoTrader | 690 |
| 6 | PyTrader-python-mt4-mt5-trading-api-connector-drag-n-drop | 531 |
| 7 | lumibot | 445 |
| 8 | Auto-GPT-MetaTrader-Plugin | 362 |
| 9 | gym-mtsim | 328 |
| 10 | twelvedata-python | 312 |
| 11 | oandapyV20-examples | 133 |
| 12 | FXBot | 128 |
| 13 | forx | 55 |
| 14 | paper_trading_view | 46 |
| 15 | JackrabbitRelay | 42 |
| 16 | Wizardry | 38 |
| 17 | cTraderFixPy | 26 |
| 18 | stonktrack | 2 |
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