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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 al…
An R package for causal inference in time series
Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)
Winning solution to the Avito CTR competition
A GUI for interactive data analysis, visualization and presentation
A minimal benchmark of various tools (statistical software, databases etc.) for working with tabular data of moderately large sizes (interactive data analysis).
ShinyCell2 is a lightweight R package for building interactive, shareable apps to explore single-cell multi-omics, scATAC-seq and spatial transcriptomics data with customizable, publication-ready v…
Advanced workshop on XGBoost with Tianqi Chen in Santa Monica, June 2, 2016