Repository Index

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

• machine-learning
• data-science
• r
• python

Multi-Paradigm Pipeline Implementation

an R package that automates performance testing of ML models and summarizes the results in a dashboard w/ rad visualizations

Bitcoin - MACD Crossover Trading Strategy Backtest

R package that provides complex systems datasets from the Colorado Index of Complex Networks (ICON) at https://icon.colorado.edu/.

• complex-networks
• r
• complex-systems-datasets
• datasets