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A list of online resources for quantitative modeling, trading, portfolio management

License: Apache License 2.0

elitequant's Introduction

EliteQuant

A list of online resources for quantitative modeling, trading, portfolio management

Besides those in this list and in gitee list, there are lots of other valuable online resources. We are not trying to be exhaustive. Please feel free to contact us if you believe something is worth recommending. A general rule of thumb for open source projects is having already received 10 stars on github.

Quantitative Trading Platform

Trading System

Quantitative Library

  • Quantlib -- famous c++ library for quantitative finance; tranlated into other langugages via Swig

  • TA-Lib -- Python wrapper for TA-Lib

  • DX Analytics -- Python-based financial analytics library

  • FinMath -- Java analytics library

  • OpenGamma -- Java analytics library named STRATA

  • Quantiacs - Matlab toolbox

  • pyflux - Open source time series library for Python

  • arch -- ARCH models in Python

  • flint - A Time Series Library for Apache Spark

  • Statsmodels -- Statsmodels’s Documentation

Quantitative Model

  • deepstock -- Technical experimentations to beat the stock market using deep learning

  • qtrader -- Reinforcement Learning for Portfolio Management

  • stockPredictor -- Predict stock movement with Machine Learning and Deep Learning algorithms

  • stock_market_reinforcement_learning -- Stock market environment using OpenGym with Deep Q-learning and Policy Gradient

  • deep-algotrading -- deep learning techniques from regression to LSTM using financial data

  • deep_trader -- Use reinforcement learning on stock market and agent tries to learn trading.

  • Deep-Trading -- Algorithmic trading with deep learning experiments

  • Deep-Trading -- Algorithmic Trading using RNN

  • Multidimensional-LSTM-BitCoin-Time-Series -- Using multidimensional LSTM neural networks to create a forecast for Bitcoin price

  • QLearning_Trading -- Learning to trade under the reinforcement learning framework

  • Day-Trading-Application -- Use deep learning to make accurate future stock return predictions

  • bulbea -- Deep Learning based Python Library for Stock Market Prediction and Modelling

  • PGPortfolio -- source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"

  • gym-trading -- Environment for reinforcement-learning algorithmic trading models

  • Thesis -- Reinforcement Learning for Automated Trading

  • DQN -- Reinforcement Learning for finance

  • deep_portfolio -- Use Reinforcement Learning and Supervised learning to Optimize portfolio allocation.

  • Deep-Reinforcement-Learning-in-Stock-Trading -- Using deep actor-critic model to learn best strategies in pair trading

  • Stock-Price-Prediction-LSTM -- OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Trading API

Data Source

Cryptocurrency

  • Blockchain-stuff - Blockchain and Crytocurrency Resources

  • cryptrader - Node.js Bitcoin bot for MtGox/Bitstamp/BTC-E/CEX.IO; cryptrade

  • BitcoinExchangeFH - Cryptocurrency exchange market data feed handler

  • blackbird -- C++ trading system that does automatic long/short arbitrage between Bitcoin exchanges

  • Peatio -- An open-source crypto currency exchange on github

  • Qt Bitcoin Trader -- Qt C++ Bitcoin trading

  • ccxt -- A JavaScript / Python / PHP cryptocurrency trading library with support for more than 90 bitcoin/altcoin exchanges

  • r2 -- Qan automatic arbitrage trading system powered by Node.js + TypeScript

  • bcoin -- Javascript bitcoin library for node.js and browsers

  • XChange -- Java library providing a streamlined API for interacting with 60+ Bitcoin and Altcoin exchanges

  • Krypto-trading-bot -- Self-hosted crypto trading bot (automated high frequency market making) in node.js, angular, typescript and c++

  • freqtrade -- Simple High Frequency Trading Bot for crypto currencies

  • Gekko -- A bitcoin trading bot written in node

  • viabtc_exchange_server -- A trading engine with high-speed performance and real-time notification

  • catalyst -- An Algorithmic Trading Library for Crypto-Assets in Python Enigma

  • buttercoin -- Opensource Bitcoin Exchange Software

  • zenbot -- A command-line cryptocurrency trading bot using Node.js and MongoDB.

  • tribeca -- A high frequency, market making cryptocurrency trading platform in node.js

  • rbtc_arbitrage -- A gem for automating arbitrage between Bitcoin exchanges.

  • automated-trading -- Automated Trading: Trading View Strategies => Bitfinex, itBit, DriveWealth

  • gocryptotrader - A cryptocurrency trading bot and framework supporting multiple exchanges written in Golang

  • btcrobot - Golang bitcoin trading bot

  • bitex - Open Source Bitcoin Exchange; and its frint-end

  • cryptoworks - A cryptocurrency arbitrage opportunity calculator. Over 800 currencies and 50 markets; cryptocurrency-arbitrage

  • crypto-exchange - list of crypto exchanges to interact with their API's in a uniform fashion

  • bitcoin-abe - block browser for Bitcoin and similar currencies

  • MultiPoolMiner - Monitors crypto mining pools in real-time in order to find the most profitable for your machine. Controls any miner that is available via command line

Websites Forums Blogs

Papers and Books

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