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priceD's Projects

adv_fin_ml_exercises icon adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

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

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

avellaneda-stoikov icon avellaneda-stoikov

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

hft icon hft

High Frequency Market Making

hftbacktest icon hftbacktest

high frequency trading backtesting tool of limit orders and the queue position based on full trade/orderbook tick data

high-frequency icon high-frequency

High Frequency Analysis Based On Level-2 Data(Limit Order Book& Transaction Data)

hummingbot icon hummingbot

Hummingbot is open source software that helps you build trading bots that run on any exchange or blockchain

llm-course icon llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

lob-feature-analysis icon lob-feature-analysis

Feature engineering of a Limit Order Book. Extraction of features from a LOB in order to analyse the behaviour of trade market.

martin-binance icon martin-binance

Free trading system for crypto exchanges SPOT market. Adaptive customizable reverse grid strategy based on martingale.

mean_reversion_strategies icon mean_reversion_strategies

Here I go through the processing of prototyping a mean reversion trading strategy using statistical concepts, then test it in backtrader.

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