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The Top 348 Algorithmic Trading Open Source Projects on Github
Categories
>
Economics
>
Algorithmic Trading
Freqtrade
⭐
15,579
Free, open source crypto trading bot
Zipline
⭐
14,829
Zipline, a Pythonic Algorithmic Trading Library
Qlib
⭐
7,906
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. An increasing number of SOTA Quant research works/papers are released in Qlib.
Abu
⭐
7,101
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
Jesse
⭐
3,527
An advanced crypto trading bot written in Python
Crypto Signal
⭐
3,490
Github.com/CryptoSignal - #1 Quant Trading & Technical Analysis Bot - 3,100+ stars, 900+ forks
Mlfinlab
⭐
2,654
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
Pyportfolioopt
⭐
2,541
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
Superalgos
⭐
2,437
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.
Quant Trading
⭐
2,318
Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD
Catalyst
⭐
2,299
An Algorithmic Trading Library for Crypto-Assets in Python
Financial Machine Learning
⭐
2,271
A curated list of practical financial machine learning tools and applications.
Gocryptotrader
⭐
2,249
A cryptocurrency trading bot and framework supporting multiple exchanges written in Golang.
Alphalens
⭐
2,110
Performance analysis of predictive (alpha) stock factors
Backtesting.py
⭐
2,088
🔎 📈 🐍 💰 Backtest trading strategies in Python.
Zvt
⭐
1,841
modular quant framework.
Elitequant
⭐
1,728
A list of online resources for quantitative modeling, trading, portfolio management
Quantstats
⭐
1,676
Portfolio analytics for quants, written in Python
Vectorbt
⭐
1,601
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
Eiten
⭐
1,557
Statistical and Algorithmic Investing Strategies for Everyone
Robinhood
⭐
1,453
Unofficial Documentation of Robinhood Trade's Private API
Qtpylib
⭐
1,311
QTPyLib, Pythonic Algorithmic Trading
Finta
⭐
1,291
Common financial technical indicators implemented in Pandas.
Aialpha
⭐
1,223
Use unsupervised and supervised learning to predict stocks
Machine Learning Asset Management
⭐
1,159
Machine Learning in Asset Management (by @firmai)
Machinelearningstocks
⭐
851
Using python and scikit-learn to make stock predictions
Peregrine
⭐
733
Detects arbitrage opportunities across 131 cryptocurrency exchanges in 50 countries
Quantmod
⭐
630
Quantitative Financial Modelling Framework
Introneuralnetworks
⭐
530
Introducing neural networks to predict stock prices
Quantresearch
⭐
503
Quantitative analysis, strategies and backtests
Pylivetrader
⭐
502
Python live trade execution library with zipline interface.
Algotrading
⭐
499
Algorithmic trading framework for cryptocurrencies.
Pandapy
⭐
483
PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)
Tdameritrade
⭐
472
Python interface to TD Ameritrade (https://developer.tdameritrade.com)
Sgx Full Orderbook Tick Data Trading Strategy
⭐
454
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
Ea31337
⭐
426
🤖📈 EA31337 Lite, Advanced and Rider - Forex multi-strategy trading robot for MT4/MT5 platforms
51bitquant
⭐
420
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
Optopsy
⭐
417
A nimble options backtesting library for Python
Stock Analysis Engine
⭐
414
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/
Pyex
⭐
398
Python interface to IEX and IEX cloud APIs
Algotrader
⭐
398
Simple algorithmic stock and option trading for Node.js.
Pyex
⭐
397
Python interface to IEX and IEX cloud APIs
Stock.indicators
⭐
380
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.
Algo Coin
⭐
376
Python library for algorithmic trading cryptocurrencies across multiple exchanges
Qtrader
⭐
368
Reinforcement Learning for Portfolio Management
Algo Coin
⭐
356
Python library for algorithmic trading cryptocurrencies across multiple exchanges
Example Scalping
⭐
345
A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio
Tai
⭐
339
A composable, real time, market data and trade execution toolkit. Built with Elixir, runs on the Erlang virtual machine
Liualgotrader
⭐
325
Framework for algorithmic trading
Passivbot
⭐
313
Trading bot running on Binance and Bybit futures
Stock Price Prediction Lstm
⭐
311
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
Osengine
⭐
307
Open Source algo trading platform
Quantdom
⭐
305
Python-based framework for backtesting trading strategies & analyzing financial markets [GUI ]
Tickgrinder
⭐
302
Low-latency algorithmic trading platform written in Rust
Dwx Zeromq Connector
⭐
289
Wrapper library for algorithmic trading in Python 3, providing DMA/STP access to Darwinex liquidity via a ZeroMQ-enabled MetaTrader Bridge EA.
Automated Trading
⭐
281
Automated Trading: Trading View Strategies => Bitfinex, itBit, DriveWealth
Hummingbot_chinese
⭐
280
hummingbot中文资源
Pyjuque
⭐
277
⚡ Open Source Algorithmic Trading Bot for Python.
Reddit Hyped Stocks
⭐
269
A web application to explore currently hyped stocks on Reddit
Optimalportfolio
⭐
262
An open source library for portfolio optimisation
Ttr
⭐
261
Technical analysis and other functions to construct technical trading rules with R
Awesome Pinescript
⭐
252
A Comprehensive Collection of Everything Related to Tradingview Pine Script.
Tradingview Data Scraper
⭐
250
Extract price and indicator data from TradingView charts to create ML datasets
Quantitative Notebooks
⭐
233
Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy
Socktrader
⭐
230
🚀 Websocket based trading bot for 💰cryptocurrencies 📈
Devalpha Node
⭐
213
A stream-based approach to algorithmic trading and backtesting in Node.js
Roq Api
⭐
209
The Roq C++20 API used for Live Cryptocurrency Algorithmic and High-Frequency Trading as well as for Back-Testing and Historical Simulation
Aat
⭐
208
Asynchronous, event-driven algorithmic trading in Python and C++
Darwinexlabs
⭐
192
Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex
Turingtrader
⭐
188
The Open-Source Backtesting Engine/ Market Simulator by Bertram Solutions.
Trading Server
⭐
186
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.
Algorithmictrading
⭐
182
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.
Grademark
⭐
174
An API for backtesting trading strategies in JavaScript and TypeScript.
Alpha Rptr
⭐
161
A lightweight trading bot for automated algorithmic trading on Binance Futures and BitMEX written in python.
Paperbroker
⭐
139
An open source simulated options brokerage and UI for paper trading, algorithmic interfaces and backtesting.
Mixture_model_trading_public
⭐
138
Tastyworks_api
⭐
135
An unofficial, reverse-engineered Python API for tastyworks.
Lumibot
⭐
135
Making it easy to backtest and create trading bots
Spectre
⭐
123
GPU-accelerated Factors analysis library and Backtester
Gobacktest
⭐
122
event-driven backtesting framework written in golang
Quant
⭐
117
Codera Quant is a Java framework for algorithmic trading strategies development, execution and backtesting via Interactive Brokers TWS API or other brokers API
Neuroevolution Btc Trader
⭐
114
Building a population of models that trade crypto and mutate iteratively
Fetching Financial Data
⭐
105
Fetching financial data for technical & fundamental analysis and algorithmic trading from a variety of python packages and sources.
Alpaca Java
⭐
105
A Java API for the commission free, algo friendly, stock trading broker "Alpaca" https://alpaca.markets
Robinhood Playground
⭐
105
Lstm Crypto Price Prediction
⭐
104
Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot
Quanttrader
⭐
104
Backtest and live trading in Python
Freqtrade Gym
⭐
101
A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.
Pytrendfollow
⭐
96
PyTrendFollow - systematic futures trading using trend following
Quant Finance Resources
⭐
95
Courses, Articles and many more which can help beginners or professionals.
Finrl_podracer
⭐
91
FinRL-Podracer is a cloud solution.
Moonshot
⭐
90
Vectorized backtester and trading engine for QuantRocket
Reinforcement_learning_financial_trading
⭐
84
MATLAB example on how to use Reinforcement Learning for developing a financial trading model
Roq Samples
⭐
79
Demonstrates how to use the Roq C++20 API for Live Cryptocurrency Algorithmic and High-Frequency Trading as well as for Back-Testing and Historical Simulation
Crypto Bot
⭐
78
This repository contains a crypto currency trading bot. The bot implements some strategies (donchian, ema, atr) and works on the Bitfinex crypto currency exchange.
Odin
⭐
77
Algorithmic trading infrastructure in Python.
Autotrader
⭐
75
A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.
Rl
⭐
73
Deep Reinforcement Learning For Trading
Algobox
⭐
72
Open Source algorithmic trading platform in Java / Python
Gtrader
⭐
72
a trading strategy trainer, back-tester and bot
1-100 of 348 projects
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Python Algorithmic Trading Projects (194)
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📦 60
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📦 122
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📦 103
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📦 61
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📦 15
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📦 97
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📦 304
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📦 84
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📦 120
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📦 52
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📦 229
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📦 96
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📦 42
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📦 375
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📦 26
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📦 70
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📦 68
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📦 57
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📦 127
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📦 131
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📦 310
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📦 465
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📦 29
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📦 68
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📦 38
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📦 25
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📦 194
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