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171 search results found

Machine Learning For Trading ⭐ 9,469

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

Technical Analysis Library using Pandas and Numpy

Rl Stock ⭐ 2,419

📈 如何用深度强化学习自动炒股

Gs Quant ⭐ 2,272

Python toolkit for quantitative finance

Stock_analysis_for_quant ⭐ 1,483

Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau

Quantresearch ⭐ 1,410

Quantitative analysis, strategies and backtests

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.

Py4fi ⭐ 1,130

Python for Finance (O'Reilly)

Trading Bot ⭐ 758

Stock Trading Bot using Deep Q-Learning

Tforce_btc_trader ⭐ 668

TensorForce Bitcoin Trading Bot

Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.

Medium_articles ⭐ 436

Scripts/Notebooks used for my articles published on Medium

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/

Deep Reinforcement Stock Trading ⭐ 382

A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.

A3c_trading ⭐ 378

Trading with recurrent actor-critic reinforcement learning

Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.

Tvdatafeed ⭐ 363

A simple TradingView historical Data Downloader

Research ⭐ 354

Open sourced research notebooks by the QuantConnect team.

Oanda Api V20 ⭐ 338

OANDA REST-V20 API wrapper. Easy access to OANDA's REST v20 API with oandapyV20 package. Checkout the Jupyter notebooks!

Restapi ⭐ 333

REST API is a web-based API using a Websocket connection. Developers and investors can create custom trading applications, integrate into our platform, back test strategies and build robot trading.

Trading With Python ⭐ 297

Code that is (re)usable in in daily tasks involving development of quantitative trading strategies.

Roboquant ⭐ 280

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

Simplestockanalysispython ⭐ 269

Teaches step-by-step to analysis stock data in python.

Algotrading Example ⭐ 254

algorithmic trading backtest and optimization examples using order book imbalances. (bitcoin, cryptocurrency, bitmex, binance futures, market making)

Mosquito ⭐ 249

Trading Bot with focus on Evolutionary Algorithms and Machine Learning

Notebooks ⭐ 247

Analysis on systematic trading strategies (e.g., trend-following, carry and mean-reversion). The result is regularly updated.

Rlquant ⭐ 245

Applying Reinforcement Learning in Quantitative Trading

Quantitative Notebooks ⭐ 233

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

Python Algorithmic Trading Cookbook ⭐ 232

Python Algorithmic Trading Cookbook, published by Packt

Pyalgotrading ⭐ 213

Official Python Package for Algorithmic Trading APIs powered by AlgoBulls

Trading Gym ⭐ 212

This trading-gym is the first trading for agent to train with episode of short term trading itself.

Tradingview Scraper ⭐ 211

Machine Learning For Finance ⭐ 183

Machine Learning for finance and investment introduction

Compendium ⭐ 171

The Greatest Collection of anything related to finance and crypto

Mastering Python For Finance Second Edition ⭐ 157

Sources codes for: Mastering Python for Finance, Second Edition

Algorithmic Trading ⭐ 141

Machine Learning For Algorithmic Trading Second Edition ⭐ 141

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

Automatedstocktrading Deepq Learning ⭐ 140

Every day, millions of traders around the world are trying to make money by trading stocks. These days, physical traders are also being replaced by automated trading robots. Algorithmic trading market has experienced significant growth rate and large number of firms are using it. I have tried to build a Deep Q-learning reinforcement agent model to do automated stock trading.

tpqoa is a Python wrapper package for the Oanda REST API v20 for algorithmic trading.

Tensorflow 2 Reinforcement Learning Cookbook ⭐ 128

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

Stock_market_live_trading_using_ai ⭐ 127

The apex of my CSE tenure at UIET Kurukshetra University in 2018, This project focuses on Zerodha, involving live online trading in the NSE-BSE with real money, utilizing Artificial Intelligence techniques. The project employs Python programming, incorporating live trading bots, indicator screeners, and back testers through REST API and websockets.

Deep Reinforcement Learning For Trading

Poe Currency Flip Planner ⭐ 94

This tool is an attempt at planning short-term arbitrage deals of currency in Path of Exile.

Gym_trading ⭐ 89

Bitmex Simple Trading Robot ⭐ 86

Simple BitMEX trading robot.

Market Making Backtest ⭐ 63

algo trading backtesting on BitMEX

Ricequant ⭐ 62

My notes of Ricequant

Samples code demonstrating how to use IbPy to extract information from Interactive Brokers API

Banknifty Golden Ratio Strategy ⭐ 61

Its a bad but popular strategy that makes decent returns.

Sorrentum ⭐ 61

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

Bsm Time Machine ⭐ 54

A Black-Scholes-based options backtesting simulator

Gdax Orderbook Ml ⭐ 53

Application of machine learning to the Coinbase (GDAX) orderbook

Blockchain Science Py ⭐ 53

👾 𝗺𝘆 𝗼𝗻-𝗰𝗵𝗮𝗶𝗻 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵, 𝗻𝗼𝘁𝗲𝗯𝗼𝗼𝗸𝘀, 𝗾𝘂𝗮𝗻𝘁 𝗯𝗼𝘁𝘀 - 𝗽𝘆𝘁𝗵𝗼𝗻 𝗲𝗱𝗶𝘁𝗶𝗼𝗻

Applying Deep Learning and NLP in Quantitative Trading

Deep Reinforcement Learning In Trading ⭐ 49

Fx Trading With Python And Oanda ⭐ 48

Fbdqa 2019a ⭐ 45

金融大数据量化分析

Pytrader ⭐ 45

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

Analysis Sharing ⭐ 39

Sharing quantitative analyses on Crypto Lake data

Pairs Trading With Ml ⭐ 38

Capstone Project ⭐ 38

Predicting stock market movement with EDA and Keras

Investbot ⭐ 37

a Robinhood day-trading bot using Python

Renko_trend_following_strategy_catalyst ⭐ 37

Example of adaptive trend following strategy based on Renko

Dollar_cost_average_dip_buying ⭐ 37

Dollar Cost Averaging with optimisations to minimise risk and maximise profit (Binance/Kraken/FTX)

Quant Reseach ⭐ 35

Augmento sentiment data quickstart and research

Trading Rules Using Machine Learning ⭐ 32

A financial trading method using machine learning.

Crypto Trader ⭐ 29

Automating crypto trading with python in a jupyter notebook

Bankroll ⭐ 29

Ingest portfolio and other data from multiple brokerages, and analyze it

Trading Strategies In Emerging Markets Coursera ⭐ 28

Design your own Trading Strategy

Cryptocurrency Trading ⭐ 27

How to make profits in cryptocurrency trading with machine learning

Alternative Bars ⭐ 27

Generate various Alternative Bars both historically and at real-time.

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

Technical Indicators ⭐ 25

Charts for displaying stocks technical indicators

Agents Tac ⭐ 25

Competition and Agent Frameworks for the Trading Agents Competition

Nse Stock Scanner ⭐ 24

National Stock Exchange (NSE), India based Stock screener program. Supports Live Data, Swing / Momentum Trading, Intraday Trading, Connect to online brokers as Zerodha Kite, Risk Management, Emotion Control, Screening, Strategies, Backtesting, Automatic Stock Downloading after closing, live free day trading data and much more

Algorithmic Trading Challenge Kaggle ⭐ 23

Algorithmic Trading Challenge implemented as part of the term project for Foundations of Machine Learning at NYU Courant in Fall 2016 (http://cs.nyu.edu/courses/fall16/CSCI-GA.2566-001

Risktools Dev ⭐ 21

Risk tools for commodities trading and finance

Quanttradingresearch ⭐ 21

Different quantitative trading models research

Pairs_trading_cryptocurrencies_strategy_catalyst ⭐ 21

Pairs trading strategy example based on Catalyst

Stock Vwap Prediction Using Time Series ⭐ 19

Ai Trader ⭐ 19

Bitcoin / Crypto AI Trading Bot

Orderimbalance ⭐ 18

Order Imbalance Strategy in High Frequency Trading

Fxcm_currency ⭐ 18

Using Machine Learning for live currency trading

Ftx Api Algotrading101 ⭐ 18

FTX API - A Complete Guide - Algotrading101

Quant Finance ⭐ 16

Some notebooks with powerful trading strategies.

Ai For Trading Notes ⭐ 16

My personal notes for Udacity's AI for Trading Nanodegree

Algo Trader ⭐ 16

Personal framework to run trading strategies with Backtrader

Hftframework ⭐ 15

Market making algorithmic trading framework used to test reinforcement learning on " A reinforcement learning approach to improve the performance of the Avellaneda-Stoikov market-making algorithm "

Hft Market Making ⭐ 15

Implementation of HFT backtesting simulator and Stoikov strategy

Reinforcement Learning For Optimal Financial Trading ⭐ 15

Implementation of the DDPG algorithm for Optimal Finance Trading

Trading Algorithms ⭐ 14

This repository contains the customized trading algorithms that I have created using the Quantopian IDE.

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

Ai For Trading ⭐ 14

📈This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com

Deep_trading ⭐ 14

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.

Hands On Machine Learning For Algorithmic Trading Sample ⭐ 13

Hands-On Machine Learning for Algorithmic Trading, published by Packt

Ibkr Trading ⭐ 13

Framework for trading application on Interactive Brokers. Docker, kubernetes, terraform.

Futuremaker ⭐ 12

A progressive cryptocurrency algorithm trading library

Crypto Analyzer ⭐ 12

Cryptocurrency Order Book Analysis

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