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adv_fin_ml_exercises

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

algorithmic-short-selling-with-python

Algorithmic Short Selling with Python, Published by Packt

algorithmic-trading

In this repository you are going to find trading strategies and exploratory data analysis

algorithmic-trading-python

The repository for freeCodeCamp's YouTube course, Algorithmic Trading in Python

algorithmictrading-cointegration

Proof of concept Cointegration-Based spread trading strategy applied to the Foreign Exchange market

automated-fundamental-analysis

Python program that rates stocks out of 100 based on valuation, profitability, growth, and price performance metrics, relative to the company's sector.

backtrader

Python Backtesting library for trading strategies

binance-spot-api-docs

Official Documentation for the Binance Spot APIs and Streams

blog

Source code for my personal blog

btplotting

btplotting provides plotting for backtests, optimization results and live data from backtrader.

code_snippets

data-analysis-of-sp500-stock-features

This project consists of web scraping features of S&P 500 companies like ticker, company name, sector, headquarter, date first added and foundation year from Wikipedia with Python using BeatifulSoup and Requests libraries. Then, the web scraped data is cleaned to perform data visualization in order to deliver insights about S&P 500 companies.

deep-reinforcement-learning-for-automated-stock-trading-ensemble-strategy-icaif-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.

finance

Here you can find all the quantitative finance algorithms that I've worked on and refined over the past year!

finrl-library

A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance, NeurIPS 2020 DRL workshop.

forecasting-time-series-data-with-facebook-prophet

Forecasting Time-Series Data with Facebook Prophet, published by Packt

hands-on-machine-learning-for-algorithmic-trading

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

ib-gateway

Dockerized IB gateway

ib_insync

Python sync/async framework for Interactive Brokers API

kelly-criterion

Kelly Criterion calculation

machine-learning

Practical Full-Stack Machine Learning

machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

mastering-python-for-finance-second-edition

Mastering Python for Finance – Second Edition, published by Packt

medium

mplfinance

Financial Markets Data Visualization using Matplotlib

notebooks

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

personal_data_science_projects

prophet_forecasting

forecasting examples using Facebook Prophet

python-cheatsheet

Comprehensive Python Cheatsheet

python-machine-learning