Mario J. Pinheiro's Projects
Code for "Machine Learning for Physicists 2020" lecture series
Udacity - Machine Learning for Trading
Repository for all the resources used in the course Machine learning: making computers think on udemy
Using python and scikit-learn to make stock predictions
Vastly Improved BitMEX Market Making Algo
Sources codes for: Mastering Python for Finance, Second Edition
Accompanying source codes for my book 'Mastering Python for Finance'.
Scripts/Notebooks used for my articles published on Medium
BitMEX Trading Bot
Config files for my GitHub profile.
Experimental cryptocurrency trading bot using Machine Learning and Rust
Machine Learning in Finance
An example algorithm for a momentum-based day trading strategy.
Trading Bot with focus on Evolutionary Algorithms and Machine Learning
Metatrader expert advisor
Algumas funçoes de mt5 para testes.
MetaTrader 5 Trading Robot - MACD and Crossing Exponential Moving Average
:ledger: Experiment tracking and model registry for machine learning teams
This Repo contains working code for my Neptune.ai blogs
Neural Network for HFT-trading [experimental]
A system that performs algorithmic trading
oanda-bot is a python library for automated trading bot with oanda rest api on Python 3.6 and above.
Pairs trading strategy that includes a research pipeline for identifying and selecting pairs. Tests all possible pairs in a universe for cointegration using the Johansen test, then runs in-sample backtests on all cointegrating pairs, then runs an out-of-sample backtest on the 5 best performing pairs.
This includes a notebook on how to implement Quantitative Strategies, specifically the Pairs Trading Algorithm.
Core smart contracts
An open source simulated options brokerage and UI for paper trading, algorithmic interfaces and backtesting.