Top 132 algorithmic-trading open source projects

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

Notebooks based on financial machine learning.

Detects arbitrage opportunities across 131 cryptocurrency exchanges in 50 countries

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/

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.

Quantitative Financial Modelling Framework

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.

Introducing neural networks to predict stock prices

PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)

Python live trade execution library with zipline interface.

Simple algorithmic stock and option trading for Node.js.

Python-based framework for backtesting trading strategies & analyzing financial markets [GUI ]

Python interface to TD Ameritrade (https://developer.tdameritrade.com)

A nimble options backtesting library for Python

Low-latency algorithmic trading platform written in Rust

Python library for algorithmic trading cryptocurrencies across multiple exchanges

Reinforcement Learning for Portfolio Management

Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy

Python interface to IEX and IEX cloud APIs

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An open source OEMS, and intraday algorithmic trading platform in modern C++ for institutional investors

A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio

Automated Trading: Trading View Strategies => Bitfinex, itBit, DriveWealth

A composable, real time, market data and trade execution toolkit. Built with Elixir, runs on the Erlang virtual machine

A curated list of practical financial machine learning tools and applications.

Github.com/CryptoSignal - #1 Quant Trading & Technical Analysis Bot - 3,100+ stars, 900+ forks

This project aims to select a supervised algorithm that can predict stock prices basing on historical data and use the predictor generated to form trading strategies.

⚡ Open Source Algorithmic Trading Bot for Python.

📈🤑💰 Advanced trading tools and resources for Robinhood Web.

A financial trading method using machine learning.

#nontina, #paperhands,, #pwnzebotz, #tradezbyguille

Backtest and live trading in Python

MATLAB example on how to use Reinforcement Learning for developing a financial trading model

I have been deeply interested in algorithmic trading and systematic trading algorithms. This Repository contains the code of what I have learnt on the way. It starts form some basic simple statistics and will lead up to complex machine learning algorithms.

super-monorepo for machine learning and algorithmic trading

A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.

pyEX + Zipline

A very simple api request client accessing TD Ameritrade API built in rust.

algorithmic trading using machine learning

Volatile: your day-to-day trading companion.

No description or website provided.

Some notebooks with powerful trading strategies.

My bachelor's thesis—analyzing the application of LSTM-based RNNs on financial markets. 🤓

High frequency AI based algorithmic trading module.

Algo trade project in python

convenient script for trading with python.

An Algorithmic Trading Library for Crypto-Assets in Python

A master database of securities data for use with the Odin algorithmic trading platform.

finance

Extensible Algo-Trading Python Package.

Python library for algorithmic trading cryptocurrencies across multiple exchanges

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

Fast Unit Root Tests and OLS regression in C++ with wrappers for R and Python

event-driven backtesting framework written in golang

Cloud-native Financial Reinforcement Learning

Algorithmic trading using machine learning.

PortfolioLab is a python library that enables traders to take advantage of the latest portfolio optimisation algorithms used by professionals in the industry.

A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.

Quantitative analysis, strategies and backtests

Event-driven Algorithmic Trading For Python