John Myles White

ML_for_Hackers. Code accompanying the book "Machine Learning for Hackers"

BanditsBook. Code for my book on Multi-Armed Bandit Algorithms

MLNotes. Very concise notes on machine learning and statistics.

SimpleAintEasy. A compendium of the pitfalls and problems that arise when using standard statistical methods

julia_tutorials. Tutorials on Julia topics

JAGSExamples. Examples of statistical models implemented using JAGS

Vega.jl. A Julia package for generating visualizations in Vega

r_recommendation_system. Data and code for the Dataists R recommendation system contest

Style.jl. Style guideline for Julia

JuliaVsR. Comparisons between Julia and R

bayesian_nonparametrics. Slides and code for Bayesian nonparametrics in R and Julia

StreamStats.jl. Compute statistics over data streams in pure Julia

Benchmarks.jl. A new benchmarking library for Julia

ASCIIPlots.jl. Generate simple plots as ASCII art in Julia

BehavioralEconomics. R package for behavioral economics

TextRegression. An R package that automates text regression analysis.

Volcanito.jl. A backend agnostic for tabular data operations in Julia

MNIST.jl. Tools for working with the MNIST data set

kNN.jl. The k-nearest neighbors algorithm in Julia

r-ORM. An ORM library for R.

BloomFilters.jl. Bloom filters in Julia

Benchmark.jl. A package for benchmarking code and packages

room_temperatures. Dataset of temperatures in 6 rooms of my home recorded once per minute

HopfieldNets.jl. Hopfield networks in Julia

StatsFunctionsNotes. Jupyter notebooks showing to implement statistical functions.

r_squared. Code for blog post on r-squared

ContinuedFractions.jl. Types and functions for working with continued fractions in Julia

CorruptCSVs. Examples of corrupt CSV files and how they trick various parsers

cumplyr. An extension of plyr that uses inequality constraints.

FFIExamples.jl. Simple examples of Julia's FFI as of v0.4

projecteuler.jl. Solutions to Project Euler problems in Julia

NaiveBayes.jl. Naive Bayes models in Julia

NearestNeighbors.jl. Data structures for nearest neighbor search