Pinned Repositories
benchm-ml
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.).
bnt
Bayes Net Toolbox for Matlab
causal-inference-tutorial
Repository with code and slides for a tutorial on causal inference.
causaleffect
:exclamation: This is a read-only mirror of the CRAN R package repository. causaleffect — Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models
causality
Tools for causal analysis
statistical-rethinking-1
Solutions for the practice problems
MTLC's Repositories
MTLC/pml_project
Coursera Practical Machine Learning course project
MTLC/diveintopython3
[Mirror] Dive Into Python 3 online book
MTLC/knitr-examples
a collection of knitr examples
MTLC/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
MTLC/RforEveryone
For working through the book 'R for Everyone' from Jared P. Lander
MTLC/tidy-data
A paper on data tidying
MTLC/bnt
Bayes Net Toolbox for Matlab