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Ali's Projects

barbotine-arbitrage-bot icon barbotine-arbitrage-bot

CCXT-based cross-exchange arbitrage bot operating on CEXs, entirely written in Python. Work without any transfer between exchanges.

cameraautocalib icon cameraautocalib

Estimating camera parameters like focal length, distortion coefficients and principal point automatically

ccxt-rs icon ccxt-rs

A Rust library for cryptocurrency trading and e-commerce with support for many bitcoin/ether/altcoin exchange markets and merchant APIs.

deepstream icon deepstream

yolov2 ,yolov5 ,yolov6 ,yolov7 ,yolov7,yolovR ,yolovX on deepstream

gluestick icon gluestick

Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)

intelligent-trading-bot icon intelligent-trading-bot

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

pyprobml icon pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

rpg_open_remode icon rpg_open_remode

This repository contains an implementation of REMODE (REgularized MOnocular Depth Estimation), as described in the paper.

statistical-arbitrage-pairs-trading-strategy icon statistical-arbitrage-pairs-trading-strategy

On-going project: I will be implementing a combination of pairs trading strategies in attempt to see which type performs best after backtesting. The main ideas involve cointegration, kalman filter, copulas, and machine learning approaches. Since it is a market-neutral strategy, we will analyse the performance on its alpha rather than sharpe ratio.

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