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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

Machine Learning For Trading ⭐ 9,469

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Mlfinlab ⭐ 3,567

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

Awesome Quant ⭐ 3,302

中国的Quant相关资源索引

Vectorbt ⭐ 3,189

Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

Elitequant ⭐ 2,397

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

Awesome Quant Machine Learning Trading ⭐ 1,896

Quant/Algorithm trading resources with an emphasis on Machine Learning

Awesome Streamlit ⭐ 1,832

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

Pybroker ⭐ 1,455

Algorithmic Trading in Python with Machine Learning

Quantresearch ⭐ 1,410

Quantitative analysis, strategies and backtests

Nautilus_trader ⭐ 1,320

A high-performance algorithmic trading platform and event-driven backtester

Surpriver ⭐ 1,275

Find big moving stocks before they move using machine learning and anomaly detection

Fastquant ⭐ 1,244

fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!

Machine Learning Asset Management ⭐ 1,159

Machine Learning in Asset Management (by @firmai)

Sgx Full Orderbook Tick Data Trading Strategy ⭐ 1,151

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

Deep_learning_machine_learning_stock ⭐ 1,093

Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.

Alphapy ⭐ 1,003

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

Bitvision ⭐ 981

Terminal dashboard for trading Bitcoin, predicting price movements, and losing all your money

Monigomani ⭐ 979

Isn't that what we all want? Our money to go many? Well that's what this framework/strategy hopes to do for you! By giving you & HyperOpt a lot of signals to alter the weights from.

Machinelearningstocks ⭐ 851

Using python and scikit-learn to make stock predictions

Awesome Deep Trading ⭐ 799

List of awesome resources for machine learning-based algorithmic trading

Deepdow ⭐ 790

Portfolio optimization with deep learning.

Introneuralnetworks ⭐ 691

Introducing neural networks to predict stock prices

Intelligent Trading Bot ⭐ 650

Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

Tradingview Machine Learning Gui ⭐ 608

Embark on a trading journey with this project's cutting-edge stop loss/take profit generator, fine-tuning your TradingView strategy to perfection. Harness the power of sklearn's machine learning algorithms to unlock unparalleled strategy optimization and unleash your trading potential.

Liualgotrader ⭐ 561

Framework for algorithmic trading

Rustquant ⭐ 537

Rust library for quantitative finance.

Qlearning_trading ⭐ 383

Learning to trade under the reinforcement learning framework

Fx 1 Minute Data ⭐ 370

HISTDATA - Dataset composed of all FX trading pairs / Crude Oil / Stock Indexes. Simple API to retrieve 1 Minute data Historical FX Prices (up to date).

Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

Roboquant ⭐ 280

Roboquant is a fast, flexible, user-friendly and completely free algorithmic trading platform

Open Quant Live Book ⭐ 278

An open source, hands-on and fully reproducible book in quantitative finance, data science and econophysics. Join us and help Make Wall Street Great Again!

Bitcoinforecast ⭐ 258

Predict bitcoin price with deep learning

Deep Rl Trading ⭐ 248

playing idealized trading games with deep reinforcement learning

Stock Trading Ml ⭐ 238

A stock trading bot that uses machine learning to make price predictions.

Quantitative Notebooks ⭐ 233

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

Bitcoin Price Prediction ⭐ 214

Bayesian regression for latent source model and Bitcoin

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

Rl_trading ⭐ 181

An environment to high-frequency trading agents under reinforcement learning

Options Trading Strategies In Python ⭐ 170

Developing Options Trading Strategies using Technical Indicators and Quantitative Methods

Pairstrade Fyp 2019 ⭐ 169

We tested 3 approaches for Pair Trading: distance, cointegration and reinforcement learning approach.

Machine Learning And Ai In Trading ⭐ 169

Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.

Mastering Python For Finance Second Edition ⭐ 157

Sources codes for: Mastering Python for Finance, Second Edition

Awesome Algorithmic Trading ⭐ 157

A curated list of awesome algorithmic trading frameworks, libraries, software and resources

Learn Python ⭐ 152

Python Top 45 Articles of 2017

Machine Learning For Algorithmic Trading Second Edition ⭐ 141

Machine Learning for Algorithmic Trading, Second Edition - published by Packt

Bot18 is a high-frequency cryptocurrency trading bot developed by Zenbot creator @carlos8f

Freqtrade Gym ⭐ 101

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

Slow Momentum Fast Reversion ⭐ 98

This code accompanies the the paper Slow Momentum with Fast Reversion: A Trading Strategy Using Deep Learning and Changepoint Detection (https://arxiv.org/pdf/2105.13727.pdf).

Quant Finance Resources ⭐ 95

Courses, Articles and many more which can help beginners or professionals.

Deep Reinforcement Learning For Trading

Gsoc17 Hhmm ⭐ 73

Bayesian Hierarchical Hidden Markov Models applied to financial time series, a research replication project for Google Summer of Code 2017.

Kryptoflow ⭐ 63

Real-time analysis of bitcoin markets with Kafka and Tensorflow Serving

Pairs Trading With Machine Learning ⭐ 62

Pair Trading Strategy using Machine Learning written in Python

Sorrentum ⭐ 61

Sorrentum is an open-Source DeFi protocol to build advanced financial applications

Sequence To Sequence Learning Of Financial Time Series In Algorithmic Trading ⭐ 61

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

Stock Price Trade Analyzer ⭐ 60

This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.

Automatic trading bot (WIP)

Portfoliolab ⭐ 57

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

Nowtrade ⭐ 57

Python library for backtesting technical/mechanical strategies in the stock and currency markets

Crypto Trading Strategy Backtester ⭐ 57

Easy-to-use cryptocurrency trading strategy simulator and backtester

Gdax Orderbook Ml ⭐ 53

Application of machine learning to the Coinbase (GDAX) orderbook

Binance Ai Bot Starter ⭐ 50

Boilerplate/Starter code for trading on binance using Machine Learning. Provides a basic pipeline for data gathering, feature creation, training, testing and deployment of ML augmented bots.

Neural Finance ⭐ 49

Neural Network for HFT-trading [experimental]

Scalping Trading Unit and Machine Learning using BitMEX API

Algorithmic Trading ⭐ 46

Algorithmic trading using machine learning.

Pytrader ⭐ 45

An open source trading bot to leverage machine learning in the stock market

Pairs Trading With Ml ⭐ 38

Renko_trend_following_strategy_catalyst ⭐ 37

Example of adaptive trend following strategy based on Renko

A fully automated Forex trading bot utilizing the OANDA API.

Cryptotradeplatform ⭐ 33

A Machine Readable Cryptocurrency arbitrage bot

Trading Rules Using Machine Learning ⭐ 32

A financial trading method using machine learning.

Five Minute Midas ⭐ 32

Predicting Profitable Day Trading Positions using Decision Tree Classifiers. scikit-learn | Flask | SQLite3 | pandas | MLflow | Heroku | Streamlit

Quantresearchdev ⭐ 29

Quantitative crypto bot framework

Quantopian Ensemble Methods ⭐ 28

Assisting repository for the published paper investigating ensemble methods in algorithmic trading.

Quantropy ⭐ 27

Financial pipeline for the data-driven investor to research, develop and deploy robust strategies. Big Data ingestion, risk factor modeling, stock screening, portfolio optimization, and broker API.

This repository stores several Jupyter Notebooks that were developed while studying for the Certificate in Quantitative Finance.

Cryptocurrency Trading ⭐ 27

How to make profits in cryptocurrency trading with machine learning

Cryptotrader ⭐ 27

This repo contains a cryptocurrency trading environment and agents

Finart.ai ⭐ 25

A curated list of AI cases in Finance, financial data sets, and research papers.

Machine Learning Stock Trading Risk Analysis (Spring 2017)

Platform for backtesting and live-trading intraday Stock/ETF/ELW using recurrent neural networks

Financial Dataset Generator ⭐ 24

Financial Dataset Generator

Algo Trading Crypto ⭐ 23

Algorithmic Trading of Cryptocurrencies using Sentiment Analysis and Machine Learning

Alpharithmic Trading ⭐ 23

Backtest your trading strategy at a click of a button! How much alpha can you generate?

Quanttradingresearch ⭐ 21

Different quantitative trading models research

Algo Trading ⭐ 21

This is my github repository where I post trading strategies, tutorials and research on quantitative finance with R, C++ and Python. Some of the topics explored include: machine learning, high frequency trading, NLP, technical analysis and more. Hope you enjoy it!

Ai Trader ⭐ 19

Bitcoin / Crypto AI Trading Bot

Pytrader ⭐ 19

System Trading using Kiwoom OpenAPI+

Multi Strategy Trading Algorithm

Awesome Ml For Trading ⭐ 19

Awesome machine learning for trading

Ai Investibot ⭐ 18

Innovative, high quality stock bot

Fxcm_currency ⭐ 18

Using Machine Learning for live currency trading

Event-driven Algorithmic Trading For Python

Using ML to create a ForEx trader to invest my personal finances to get rid of student debt

Hft Prediction ⭐ 14

Machine learning approach to high frequency trading, MLP & RNN used

Doubleauctionmarket ⭐ 14

Experimental Market Simulations & Trader Strategy Evaluation

Pandas_market_predictor ⭐ 13

Pandas Market Predictor, is a deep learning API written in Python on top of Panda that helping you predict future price (low and min), trend of Financial market assets.

Systematic Trading ⭐ 13

The Swiss knife for developing systematic trading strategies. It includes datasets and strategy ideas to assist in developing and backtesting trading algorithms.

Machine_learning_trading_algorithm ⭐ 13

Master's degree project: Development of a trading algorithm which uses supervised machine learning classification techniques to generate buy/sell signals

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