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duggar's Projects

adaptive-forex-forecast icon adaptive-forex-forecast

An adaptive model for prediction of one day ahead foreign currency exchange rates using machine learning algorithms

afml icon afml

All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.

ai-for-trading icon ai-for-trading

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

aioquant icon aioquant

Asynchronous event I/O driven quantitative trading framework.

algo-trading icon algo-trading

My algorithmic trading folder. Includes live strategies for bitfinex, oanda, and alpaca.

algorithmictrading icon algorithmictrading

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.

algotrading-example icon algotrading-example

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

alpha_factors icon alpha_factors

Alpha Factors - including IC, Performance and Sharpe Ratio Analysis

alphatrading icon alphatrading

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.

anomalydetectiononrisk icon anomalydetectiononrisk

Thesis project about Unsupervised anomaly detection on the streaming time-series data of porfolio risk measures and returns.

antarctic icon antarctic

Persist Pandas objects within a MongoDB database

avellaneda-stoikov icon avellaneda-stoikov

Python code for High-frequency trading in a limit order book by Marco Avellaneda and Sasha Stoikov

awesome-ai-in-finance icon awesome-ai-in-finance

πŸ”¬ A curated list of awesome machine learning strategies & tools in financial market.

bachelors_thesis icon bachelors_thesis

Old times - LPPL and Critical Slowing Down for financial bubble prediction

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