John Myles White

Login: johnmyleswhite

Company: Facebook

Location: San Francisco, CA

Bio: null

Blog: http://www.johnmyleswhite.com

Blog: http://www.johnmyleswhite.com

Member of

  1. Julia Statistics
  2. The Julia Language

Repositories

abbReviations
Functions for dealing with common abbreviations.
afghan_reparations
Statistical analyses of reparations made by the British to Afghans.
analytics_x_prize
Code and data used for submissions to the Analytics X Prize
ASCIIPlots.jl
Generate simple plots as ASCII art in Julia
BanditsBook
Code for my book on Multi-Armed Bandit Algorithms
BasicSpace.jl
Translation of the R "basicspace" package to Julia
bayesian_canabalt
A Bayesian exploratory analysis of Canabalt scores.
bayesian-decryption
An example R program that decrypts text encrypted using a substitution cipher.
bayesian_nonparametrics
Slides and code for Bayesian nonparametrics in R and Julia
BehavioralEconomics
R package for behavioral economics
Benchmark.jl
A package for benchmarking code and packages
Benchmarks.jl
A new benchmarking library for Julia
BISC.jl
The Brainfuck Instruction Set Computer
BloomFilters.jl
Bloom filters in Julia
Brainfuck.jl
A Brainfuck interpreter written in Julia
Calculus2.jl
A draft of a new interface for the Calculus package
CategoricalData.jl
Tools for working with categorical/ordinal data
cite-software
Citing software and how to measure it.
clean
A utility to recursively purge directories of all files identified by a naming convention.
colorschemes
A set of several color schemes for R graphics.
computer_music
R functions for generating computer music.
ConjugatePriors.jl
Closed form expressions for conjugate priors in Julia
ContinuedFractions.jl
Types and functions for working with continued fractions in Julia
CorruptCSVs
Examples of corrupt CSV files and how they trick various parsers
cran_analysis
Analyses of CRAN packages
cran-function-usage-analysis
Code to spider CRAN, tokenize package source code and analyze function usage both within and across packages.
CSVReaders.jl
A CSV parsing toolkit for Julia
cumplyr
An extension of plyr that uses inequality constraints.
curve3D
An analogue of curve() for functions of two variables.
cyclical_weather
Examples of visualizing periodic data using polar coordinates and video.
DataArrays.jl
Data structures that allow missing values
DataFrameDemo
A demo of DataFrame's in Julia.
DataFramesIO.jl
Advanced import/export tools for DataFrames: Stata, SPSS, Excel, JSON
DataFrameUtils.jl
Experimental tools for working with DataFrames
DataGotham.jl
IJulia Notebook with material for DataGotham tutorial on using Julia for data analysis
DCStats.jl
IJulia Notebooks that provide a brief introduction to Julia for statistical programming
DebtCeiling2DamnHigh
1.usa.gov Hack
DesignSpace.jl
Show part of the design space for NullableArrays
DG2012Tutorial.jl
Simple examples of SGD-style computations in Julia
DiscriminantAnalysis.jl
Methods for discriminant analysis in Julia
DistributionNotes
Notes on probability distributions.
DistributionsAlgebra.jl
A package implementing an algebra of random variables
dotfiles
Cross-machine dotfiles
DualNumbers2.jl
Another Julia implementation of dual numbers for automatic differentiation
fastR
Examples of writing faster R code.
FFIExamples.jl
Simple examples of Julia's FFI as of v0.4
FileFind.jl
File::Find implementation in Julia
FiniteDiff.jl
A replacement for the finite-differencing code in Calculus.jl
fmri_in_R
Slides for a talk on analyzing fMRI data in R
fmri_utilities
A set of basic utility methods for analyzing fMRI data in R.
FourierDescriptors
Generate images using Fourier descriptors.
GaussianProcesses.jl
A port of the Gaussian Processes toolkit to Julia
gay_marriage
Very simple statistics on passage and repeal of gay marriage laws.
ggplots
A wrapper library that provides functions for common plots using ggplot2.
GiltTalk
Slides for course at Gilt
GLMNet.jl
Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet
GraphicalModels.jl
Data structures and parsing tools for representing graphical models in Julia
green-fairy
null
guys-guys-guys
The results from a short survey I ran on the use of "guys"
HackerSchoolTalk
A talk to the Summer 2013 batch of Hacker School students
holyfucktheelectionistomorrow
holy fuck
HopfieldNets.jl
Hopfield networks in Julia
HyperLogLog.jl
HyperLogLog in Julia
IdealPoints.jl
Basic model fitting for N-d ideal points
IJulia.jl
Julia kernel and magics for IPython
IntertemporalChoice
An R package for modeling intertemporal choice data.
IntertemporalChoiceHeuristics
Analysis pipeline for Psychological Science paper called "Money Earlier or Later? Simple Heuristics Explain Intertemporal Choices Better than Delay Discounting"
IntertemporalChoiceHeuristics.jl
Julia re-implementation of the R code in the IntertemporalChoiceHeuristics repo
IsingModels.jl
The Ising model as a Julian distribution
ITC.jl
Code for modeling intertemporal choice in Julia
JAGSExamples
Examples of statistical models implemented using JAGS
JAGSIntro
A short intro to probabilistic programming using JAGS
johnmyleswhite.com
The new version of JohnMylesWhite.com, built using Jekyll
jplyr_notes.jl
Notes (in the form of source code) for how jplyr could solve type-inference and lifting problems
JSTypes.jl
Mimic Javascript objects using Julian types
julialang.github.com
Julia Project web site.
julia_nyhackr
Slides about Optimization in Julia for NY R Meetup
julia_package_system
A package system for Julia.
JuliaVsR
Comparisons between Julia and R
KLDivergence.jl
KL-divergence estimation in Julia
kNN.jl
The k-nearest neighbors algorithm in Julia
log4r
A log4j derivative for R.
Loss.jl
Loss functions
MCMC2.jl
Alternative MCMC package design demo
MixtureModels.jl
Mixture models in Julia
ML4H.jl
Machine Learning for Hackers in Julia
ML_for_Hackers
Code accompanying the book "Machine Learning for Hackers"
MLNotes
Very concise notes on machine learning and statistics.
MNIST.jl
Tools for working with the MNIST data set
MySQL.jl
MySQL DBI driver
NaiveBayes.jl
Naive Bayes models in Julia
ncclab
Rails code for the NCC Lab's website.
NearestNeighbors.jl
Data structures for nearest neighbor search
NextML
IJulia notebooks for the Next.ml event on 1/17/2015
NFLRanking
Ranking NFL teams
NHSTExamples
Examples of how NHST really works
NHST.jl
Null hypothesis significance tests
nyc_dca_licenses
Data about NYC DCA licenses
NYCMarathon
Statistical Analyses of the NYC Marathon
Ook.jl
An Ook! interpreter in Julia
PackageTesting.jl
A standard for testing Julia packages
PkgUtils.jl
Tools for analyzing Julia packages
PowerAnalysis.jl
Tools for power analysis in Julia
presto
Distributed SQL query engine for big data
ProbabilisticModeling.jl
A BUGS-like language for describing probabilistic models in Julia
projecteuler.jl
Solutions to Project Euler problems in Julia
ProjectTemplate
A template utility for R projects that provides a skeletal project.
ProjectTemplate
A template utility for R projects that provides a skeletal project.
ProjectTemplate.jl
ProjectTemplate for Julia
Proximal.jl
Translation of Parikh and Boyd code for proximal algorithms
PublicTalks
Consistent repo for all of my talks
pumc
Princeton University Mountaineering Club Site Source
QuantileRegression.jl
Quantile regression for Julia
RandomProcesses.jl
Random processes (CRP, CRT) in Julia
Ranking.jl
Tools for ranking in Julia
RDatasets.jl
Julia package for loading many of the data sets available in R
regularization_slides
An introduction to statistical regularization
Resampling.jl
Tools for resampling data in Julia
Ridge.jl
Ridge regression and classification
RNGTesting
Scripts for testing Julia's RNG's
Roadmap.jl
A roadmap for the work I intend to do on Julia
RollCallDataIO
A personal package for parsing and working with roll-call data files stored in ORD format (e.g. the VoteView.com format)
r-ORM
An ORM library for R.
Roxygen.jl
A Roxygen-like documentation package
r_recommendation_system
Data and code for the Dataists R recommendation system contest
r_social_dynamics
Quantitative data on the social dynamics of the R community.
r_squared
Code for blog post on r-squared
senate_analyses
Statistical Analyses of the U.S. Senate
SF.jl
Slides for the SF Julia meetup
sf_politics
Endorsement data for SF politics
SFrames.jl
Wrapper around the open-source components of Graphlab
SGD2.jl
Draft of new methods for SGD calculations
SGDDemo.jl
Fit predictive using SGD in Julia
SGD.jl
Fit models using SGD in Julia
SGDTalk
Talk on SGD for NYC R Meetup
SimilarityMetrics.jl
Standard similarity metrics in Julia
SimpleAintEasy
A compendium of the pitfalls and problems that arise when using standard statistical methods
SimpleML.jl
Textbook implementations of ML algorithms in Julia using Optim.jl
SimpleRL.jl
A bare-bones package for simulating RL models and estimating them from behavioral data
SmoothingKernels.jl
Smoothing kernels for use in kernel regression and kernel density estimation
SortableHTMLTables
A package for writing data frames as sortable HTML tables.
Soundex.jl
The Soundex algorithm in Julia
spatial_statistics_in_r
Slides and code on spatial statistics in R.
SQLite.jl
A Julia interface to the SQLite library and support for operations on DataFrames
StreamStats.jl
Compute statistics over data streams in pure Julia
stringops
An R library for manipulating strings.
stroop
The classic Stroop task in R.
Style.jl
Style guideline for Julia
sudoku.jl
A simple Sudoku solver in Julia
TextRegression
An R package that automates text regression analysis.
TicTacToe.jl
Use Reinforcement Learning to teach a computer to play Tic-Tac-Toe
titlecase-itunes-tracks
A utility to rename the tracks in an iTunes library so that the artist, album and track name are all in proper English title case.
torch7
null
TypeGraph.jl
Visualize the Julia type system
TypeTree.jl
An interactive visualization of the Julia type hierarchy
UCDavis.jl
Talk given at UC Davis on 2/27/2014
UCSD2014Talk
Talk to Bradley Voytek's Data Science class at UCSD
utils.jl
Utility functions for Julia + R compatibility wrapper
Vega.jl
A Julia package for generating visualizations in Vega
VGPlot.jl
A knock-off of ggplot2 in Julia using Vega
walkability
Analysis of Walkability data
webcast_examples
Examples for O'Reilly webcast
winsorization_simulation_study
A simulation study of winsorization

Commits To

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This work is supported by the National Institutes of Health's National Center for Advancing Translational Sciences, Grant Number U24TR002306. This work is solely the responsibility of the creators and does not necessarily represent the official views of the National Institutes of Health.