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The Top 76 Algorithmic Trading Open Source Projects

Categories > Economics > Algorithmic Trading
Zipline ⭐ 13,117
Zipline, a Pythonic Algorithmic Trading Library
Abu ⭐ 7,255
阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构
Freqtrade ⭐ 4,960
Free, open source crypto trading bot
Qlib ⭐ 3,675
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.
Mlfinlab ⭐ 2,136
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
Catalyst ⭐ 1,936
An Algorithmic Trading Library for Crypto-Assets in Python
Eiten ⭐ 1,772
Statistical and Algorithmic Investing Strategies for Everyone
Alphalens ⭐ 1,715
Performance analysis of predictive (alpha) stock factors
Gocryptotrader ⭐ 1,696
A cryptocurrency trading bot and framework supporting multiple exchanges written in Golang.
Pyportfolioopt ⭐ 1,603
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Robinhood ⭐ 1,484
Unofficial Documentation of Robinhood Trade's Private API
Quant Trading ⭐ 1,415
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
Elitequant ⭐ 1,389
A list of online resources for quantitative modeling, trading, portfolio management
Zvt ⭐ 1,285
modular quant framework.
Qtpylib ⭐ 1,148
QTPyLib, Pythonic Algorithmic Trading
Aialpha ⭐ 1,146
Use unsupervised and supervised learning to predict stocks
Machine Learning Asset Management ⭐ 1,029
Machine Learning in Asset Management (by @firmai)
Backtesting.py ⭐ 922
🔎 📈 🐍 💰 Backtest trading strategies in Python.
Machinelearningstocks ⭐ 826
Using python and scikit-learn to make stock predictions
Finta ⭐ 793
Common financial technical indicators implemented in Pandas.
Jesse ⭐ 758
An advanced crypto trading bot written in Python
Vectorbt ⭐ 736
Python library for backtesting and analyzing trading strategies at scale
Research ⭐ 714
Notebooks based on financial machine learning.
Quantstats ⭐ 697
Portfolio analytics for quants, written in Python
Sgx Full Orderbook Tick Data Trading Strategy ⭐ 681
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
Peregrine ⭐ 603
Detects arbitrage opportunities across 131 cryptocurrency exchanges in 50 countries
Quantmod ⭐ 565
Quantitative Financial Modelling Framework
Stock Analysis Engine ⭐ 508
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
Pandapy ⭐ 467
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
Introneuralnetworks ⭐ 465
Introducing neural networks to predict stock prices
Pylivetrader ⭐ 443
Python live trade execution library with zipline interface.
Quantdom ⭐ 434
Python-based framework for backtesting trading strategies & analyzing financial markets [GUI ]
Algotrader ⭐ 422
Simple algorithmic stock and option trading for Node.js.
Tdameritrade ⭐ 384
Python interface to TD Ameritrade (https://developer.tdameritrade.com)
Algo Coin ⭐ 363
Python library for algorithmic trading cryptocurrencies across multiple exchanges
Qtrader ⭐ 355
Reinforcement Learning for Portfolio Management
Tickgrinder ⭐ 352
Low-latency algorithmic trading platform written in Rust
Quantitative Notebooks ⭐ 330
Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy
Optopsy ⭐ 307
A nimble options backtesting library for Python
Pyex ⭐ 285
Python interface to IEX and IEX cloud APIs
Opentrade ⭐ 267
An open source OEMS, and intraday algorithmic trading platform in modern C++ for institutional investors
Automated Trading ⭐ 261
Automated Trading: Trading View Strategies => Bitfinex, itBit, DriveWealth
Darwinexlabs ⭐ 240
Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex
51bitquant ⭐ 239
51bitquant Python数字货币量化交易视频 CCXT框架 爬取交易所数据 比特币量化交易 交易机器人51bitquant tradingbot cryptocurrency quantitative trading btc trading
Tai ⭐ 237
A composable, real time, market data and trade execution toolkit. Built with Elixir, runs on the Erlang virtual machine
Ttr ⭐ 233
Technical analysis and other functions to construct technical trading rules with R
Optimalportfolio ⭐ 221
An open source library for portfolio optimisation
Example Scalping ⭐ 218
A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio
Devalpha Node ⭐ 212
A stream-based approach to algorithmic trading and backtesting in Node.js
Stock Price Prediction Lstm ⭐ 210
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
Dwx Zeromq Connector ⭐ 209
Wrapper library for algorithmic trading in Python 3, providing DMA/STP access to Darwinex liquidity via a ZeroMQ-enabled MetaTrader Bridge EA.
Algotrading ⭐ 201
Algorithmic trading framework for cryptocurrencies.
Tradingview Data Scraper ⭐ 171
Extract price and indicator data from TradingView charts to create ML datasets
Paperbroker ⭐ 164
An open source simulated options brokerage and UI for paper trading, algorithmic interfaces and backtesting.
Mixture_model_trading_public ⭐ 162
Openalgo ⭐ 154
💹 openAlgo is a public repository for various work product relavant to algorithms and the high frequency low latency electronic trading space with a bias toward market microstructure as well as exchange traded futures and options.
Trading Server ⭐ 141
Multi-asset, multi-strategy, event-driven trade execution and management platform for automated buy-side trading of common markets, using MongoDB for storage and Telegram for user notifications/trade consent.
Fetching Financial Data ⭐ 136
Fetching financial data for technical & fundamental analysis and algorithmic trading from a variety of python packages and sources.
Spectre ⭐ 126
GPU-accelerated Factors analysis library and Backtester
Pytrendfollow ⭐ 121
PyTrendFollow - systematic futures trading using trend following
Roq Api ⭐ 118
API for algorithmic and high-frequency trading
Tastyworks_api ⭐ 118
An unofficial, reverse-engineered Python API for tastyworks.
Socktrader ⭐ 113
🚀 Websocket based trading bot for 💰cryptocurrencies 📈
Gobacktest ⭐ 111
event-driven backtesting framework written in golang
Turingtrader ⭐ 110
The Open-Source Backtesting Engine/ Market Simulator by Bertram Solutions.
Statistical Arbitrage Algorithmic Trading ⭐ 102
A Project to identify statistical arbitrage opportunities between cointegrated pairs. This is referred to as 'Pairs Trading' which is a bet on the mean reversion property of the spread.
Quant ⭐ 95
Codera Quant is a Java framework for algorithmic trading strategies development, execution and backtesting via Interactive Brokers TWS API or other brokers API
Moonshot ⭐ 81
Vectorized backtester and trading engine for QuantRocket
Iexcloud_api_wrapper ⭐ 74
iexcloud api wrapper written in typescript (asynchronous interface)
Algobot ⭐ 65
A C++ stock market algorithmic trading bot
Gtrader ⭐ 62
a trading strategy trainer, back-tester and bot
Trading Stock Thailand ⭐ 51
Deeptrading ⭐ 41
Deep Neural Network Trading collection of Tensorflow Jupyter notebooks
Sibyl ⭐ 32
Platform for backtesting and live-trading intraday Stock/ETF/ELW using recurrent neural networks
Quant Finance Resources ⭐ 30
Courses, Articles and many more which can help beginners or professionals.
Trading With Momentum ⭐ 29
Implement a momentum trading strategy in Python and test to see if it has the potential to be profitable
1-76 of 76 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210