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ultra1971's Projects

adverse-regime-detection icon adverse-regime-detection

Adverse regime forecasting using leading macroeconomic indicators and machine learning algorithms, including common regression algorithms and Hidden Markov Models.

agots icon agots

Anomaly Generator on Time Series

algo-trader icon algo-trader

Personal framework to run trading strategies with Backtrader

backtrader-backtests icon backtrader-backtests

An implementation of trading strategies such as the Stochastic Oscillator with support and resistance using the BackTrader framework for backtesting

blackbox icon blackbox

A Python module for parallel optimization of expensive black-box functions

blog icon blog

Code and data for my blogs

btanalyzer icon btanalyzer

Analyzers for Forex Strategy using Backtrader platform

btbot icon btbot

Trading Bot using backtrader.

btconfig icon btconfig

btconfig provides a simple way to initialize a strategy using config files with additional features.

btctrading icon btctrading

Time Series Forecast with Bitcoin value, to detect upward/down trends with Machine Learning Algorithms

btplotting icon btplotting

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

etf_forecasting icon etf_forecasting

Dashboard for monitoring Exchange Traded Funds (ETFs) incorporating machine learning models

feature-selector icon feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

five-minute-midas icon five-minute-midas

Predicting Profitable Day Trading Positions using Decision Tree Classifiers. scikit-learn | Flask | SQLite3 | pandas | MLflow | Heroku | Streamlit

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