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An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms
Mostly experiments based on "Advances in financial machine learning" book
All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.
AI based alpha research for trading
πThis repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com
Udacity nanodegree: AI for Trading
Asynchronous event I/O driven quantitative trading framework.
My algorithmic trading folder. Includes live strategies for bitfinex, oanda, and alpaca.
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.
algorithmic trading backtest and optimization examples using order book imbalances. (bitcoin, cryptocurrency, bitmex, binance futures, market making)
Phd repo
Alpha Factors - including IC, Performance and Sharpe Ratio Analysis
Research in Limit Order Book
An workflow in factor-based equity trading, including factor analysis and factor modeling. For well-established factor models, I implement APT model, BARRA's risk model and dynamic multi-factor model in this project.
Thesis project about Unsupervised anomaly detection on the streaming time-series data of porfolio risk measures and returns.
Persist Pandas objects within a MongoDB database
Content for Udacity's AI in Trading NanoDegree.
Automatic multi-factor equity trading model Factors include PB, PCF, PE, PS, Momentum and Vol.
Python code for High-frequency trading in a limit order book by Marco Avellaneda and Sasha Stoikov
Avellaneda-Stoikov HFT market making algorithm implementation
π¬ A curated list of awesome machine learning strategies & tools in financial market.
This repository hosts my reading notes for academic papers.
Old times - LPPL and Critical Slowing Down for financial bubble prediction
Backtest single factors using SimFin data.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.