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The Top 92 Algorithmic Trading Open Source Projects

Categories > Economics > Algorithmic Trading
Zipline ⭐ 14,238
Zipline, a Pythonic Algorithmic Trading Library
Freqtrade ⭐ 9,673
Free, open source crypto trading bot
Abu ⭐ 8,173
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
Qlib ⭐ 5,380
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.
Jesse ⭐ 2,814
An advanced crypto trading bot written in Python
Mlfinlab ⭐ 2,494
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 ⭐ 2,246
An Algorithmic Trading Library for Crypto-Assets in Python
Pyportfolioopt ⭐ 2,188
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Quant Trading ⭐ 2,049
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
Gocryptotrader ⭐ 2,032
A cryptocurrency trading bot and framework supporting multiple exchanges written in Golang.
Alphalens ⭐ 1,996
Performance analysis of predictive (alpha) stock factors
Eiten ⭐ 1,993
Statistical and Algorithmic Investing Strategies for Everyone
Elitequant ⭐ 1,665
A list of online resources for quantitative modeling, trading, portfolio management
Zvt ⭐ 1,637
modular quant framework.
Robinhood ⭐ 1,549
Unofficial Documentation of Robinhood Trade's Private API
Backtesting.py ⭐ 1,549
🔎 📈 🐍 💰 Backtest trading strategies in Python.
Superalgos ⭐ 1,501
Free, open-source crypto trading bot, automated bitcoin / cryptocurrency trading software, algorithmic trading bots. Visually design your crypto trading bot, leveraging an integrated charting system, data-mining, backtesting, paper trading, and multi-server crypto bot deployments.
Qtpylib ⭐ 1,416
QTPyLib, Pythonic Algorithmic Trading
Aialpha ⭐ 1,262
Use unsupervised and supervised learning to predict stocks
Finta ⭐ 1,174
Common financial technical indicators implemented in Pandas.
Quantstats ⭐ 1,136
Portfolio analytics for quants, written in Python
Vectorbt ⭐ 1,129
Ultimate Python library for time series analysis and backtesting at speed and scale
Machine Learning Asset Management ⭐ 1,100
Machine Learning in Asset Management (by @firmai)
Machinelearningstocks ⭐ 1,013
Using python and scikit-learn to make stock predictions
Sgx Full Orderbook Tick Data Trading Strategy ⭐ 817
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
Peregrine ⭐ 753
Detects arbitrage opportunities across 131 cryptocurrency exchanges in 50 countries
Research ⭐ 714
Notebooks based on financial machine learning.
Stock Analysis Engine ⭐ 680
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/
Quantmod ⭐ 608
Quantitative Financial Modelling Framework
Introneuralnetworks ⭐ 521
Introducing neural networks to predict stock prices
Pylivetrader ⭐ 507
Python live trade execution library with zipline interface.
Algotrader ⭐ 500
Simple algorithmic stock and option trading for Node.js.
Quantdom ⭐ 489
Python-based framework for backtesting trading strategies & analyzing financial markets [GUI ]
Pandapy ⭐ 477
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
Tdameritrade ⭐ 453
Python interface to TD Ameritrade (https://developer.tdameritrade.com)
Optopsy ⭐ 439
A nimble options backtesting library for Python
Quantitative Notebooks ⭐ 409
Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy
51bitquant ⭐ 401
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
Tickgrinder ⭐ 391
Low-latency algorithmic trading platform written in Rust
Algotrading ⭐ 377
Algorithmic trading framework for cryptocurrencies.
Algo Coin ⭐ 375
Python library for algorithmic trading cryptocurrencies across multiple exchanges
Qtrader ⭐ 372
Reinforcement Learning for Portfolio Management
Ea31337 ⭐ 370
🤖📈 EA31337 Lite, Advanced and Rider - Forex multi-strategy trading robot for MT4/MT5 platforms
Example Scalping ⭐ 352
A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio
Pyex ⭐ 351
Python interface to IEX and IEX cloud APIs
Tai ⭐ 302
A composable, real time, market data and trade execution toolkit. Built with Elixir, runs on the Erlang virtual machine
Opentrade ⭐ 297
An open source OEMS, and intraday algorithmic trading platform in modern C++ for institutional investors
Trading Server ⭐ 280
A multi-asset, multi-strategy, event-driven trade execution and management platform for running many algorithms/bots at many venues simultaneously with unified risk management and reporting. Uses MongoDB for storage and Telegram for user notifications/trade consent.
Automated Trading ⭐ 278
Automated Trading: Trading View Strategies => Bitfinex, itBit, DriveWealth
Stock Price Prediction Lstm ⭐ 274
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
Darwinexlabs ⭐ 272
Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex
Reddit Hyped Stocks ⭐ 269
A web application to explore currently hyped stocks on Reddit
Dwx Zeromq Connector ⭐ 260
Wrapper library for algorithmic trading in Python 3, providing DMA/STP access to Darwinex liquidity via a ZeroMQ-enabled MetaTrader Bridge EA.
Quantresearch ⭐ 258
Quantitative analysis, strategies and backtests
Stock.indicators ⭐ 256
Stock.Indicators for .NET is a C# library package that produces financial market technical indicators. Send in historical price quotes and get back desired indicators such as moving averages, Relative Strength Index, Stochastic Oscillator, Parabolic SAR, etc. Nothing more. It can be used in any market analysis software using standard OHLCV price quotes for equities, commodities, forex, cryptocurrencies, and others. We had private trading algorithms, machine learning, and charting systems in mind when originally creating this community library.
Optimalportfolio ⭐ 252
An open source library for portfolio optimisation
Tradingview Data Scraper ⭐ 250
Extract price and indicator data from TradingView charts to create ML datasets
Ttr ⭐ 248
Technical analysis and other functions to construct technical trading rules with R
Devalpha Node ⭐ 230
A stream-based approach to algorithmic trading and backtesting in Node.js
Algorithmictrading ⭐ 214
This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peer-reviewed by staff members of Optiver.
Socktrader ⭐ 211
🚀 Websocket based trading bot for 💰cryptocurrencies 📈
Spectre ⭐ 196
GPU-accelerated Factors analysis library and Backtester
Hummingbot_chinese ⭐ 191
hummingbot中文资源
Paperbroker ⭐ 185
An open source simulated options brokerage and UI for paper trading, algorithmic interfaces and backtesting.
Turingtrader ⭐ 179
The Open-Source Backtesting Engine/ Market Simulator by Bertram Solutions.
Pyjuque ⭐ 173
⚡ Open Source Algorithmic Trading Bot for Python.
Lstm Crypto Price Prediction ⭐ 172
Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot
Mixture_model_trading_public ⭐ 169
Openalgo ⭐ 166
💹 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.
Grademark ⭐ 166
An API for backtesting trading strategies in JavaScript and TypeScript.
Roq Api ⭐ 165
The Roq C++17 API used for Live Cryptocurrency Algorithmic and High-Frequency Trading as well as for Back-Testing and Historical Simulation
Tastyworks_api ⭐ 161
An unofficial, reverse-engineered Python API for tastyworks.
Aat ⭐ 160
Asynchronous, event-driven algorithmic trading in Python and C++
Liualgotrader ⭐ 156
Framework for algorithmic trading
Fetching Financial Data ⭐ 150
Fetching financial data for technical & fundamental analysis and algorithmic trading from a variety of python packages and sources.
Passivbot ⭐ 143
Trading bot running on Binance and Bybit futures
Gobacktest ⭐ 133
event-driven backtesting framework written in golang
Pytrendfollow ⭐ 133
PyTrendFollow - systematic futures trading using trend following
Awesome Pinescript ⭐ 128
A Comprehensive Collection of Everything Related to Tradingview Pine Script.
Quant ⭐ 108
Codera Quant is a Java framework for algorithmic trading strategies development, execution and backtesting via Interactive Brokers TWS API or other brokers API
Moonshot ⭐ 105
Vectorized backtester and trading engine for QuantRocket
Alpha Rptr ⭐ 105
A lightweight trading bot for automated algorithmic trading on Binance Futures and BitMEX written in python.
Robinhood Playground ⭐ 102
Algobot ⭐ 102
A C++ stock market algorithmic trading bot
Iexcloud_api_wrapper ⭐ 80
iexcloud api wrapper written in typescript (asynchronous interface)
Gtrader ⭐ 76
a trading strategy trainer, back-tester and bot
Quant Finance Resources ⭐ 64
Courses, Articles and many more which can help beginners or professionals.
Trading Stock Thailand ⭐ 54
Deeptrading ⭐ 48
Deep Neural Network Trading collection of Tensorflow Jupyter notebooks
Sibyl ⭐ 35
Platform for backtesting and live-trading intraday Stock/ETF/ELW using recurrent neural networks
Trading With Momentum ⭐ 32
Implement a momentum trading strategy in Python and test to see if it has the potential to be profitable
Moonchart ⭐ 21
Performance tear sheets and backtest analysis for Moonshot
1-92 of 92 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