• Stars
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    11
  • Rank 1,639,023 (Top 34 %)
  • Language
    Julia
  • License
    Other
  • Created over 10 years ago
  • Updated over 2 years ago

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Repository Details

Tools for ranking in Julia

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1

ML_for_Hackers

Code accompanying the book "Machine Learning for Hackers"
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2

BanditsBook

Code for my book on Multi-Armed Bandit Algorithms
R
881
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3

MLNotes

Very concise notes on machine learning and statistics.
R
377
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4

SimpleAintEasy

A compendium of the pitfalls and problems that arise when using standard statistical methods
R
241
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5

julia_tutorials

Tutorials on Julia topics
Jupyter Notebook
192
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6

JAGSExamples

Examples of statistical models implemented using JAGS
R
97
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7

log4r

A log4j derivative for R.
R
90
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8

Vega.jl

A Julia package for generating visualizations in Vega
Julia
84
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9

r_recommendation_system

Data and code for the Dataists R recommendation system contest
R
75
star
10

Style.jl

Style guideline for Julia
74
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11

JuliaVsR

Comparisons between Julia and R
HTML
58
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12

bayesian_nonparametrics

Slides and code for Bayesian nonparametrics in R and Julia
R
53
star
13

StreamStats.jl

Compute statistics over data streams in pure Julia
Julia
48
star
14

Benchmarks.jl

A new benchmarking library for Julia
Julia
45
star
15

ASCIIPlots.jl

Generate simple plots as ASCII art in Julia
Julia
38
star
16

TextRegression

An R package that automates text regression analysis.
R
31
star
17

BehavioralEconomics

R package for behavioral economics
R
31
star
18

MNIST.jl

Tools for working with the MNIST data set
Julia
25
star
19

Volcanito.jl

A backend agnostic for tabular data operations in Julia
Julia
25
star
20

kNN.jl

The k-nearest neighbors algorithm in Julia
Julia
22
star
21

r-ORM

An ORM library for R.
19
star
22

Benchmark.jl

A package for benchmarking code and packages
Julia
18
star
23

BloomFilters.jl

Bloom filters in Julia
Julia
18
star
24

room_temperatures

Dataset of temperatures in 6 rooms of my home recorded once per minute
R
16
star
25

StatsFunctionsNotes

Jupyter notebooks showing to implement statistical functions.
Jupyter Notebook
14
star
26

HopfieldNets.jl

Hopfield networks in Julia
Julia
14
star
27

r_squared

Code for blog post on r-squared
R
13
star
28

ContinuedFractions.jl

Types and functions for working with continued fractions in Julia
Julia
12
star
29

CorruptCSVs

Examples of corrupt CSV files and how they trick various parsers
R
10
star
30

julia-function-docs

Repo for materials for coordinating work on improving Julia's function documentation
10
star
31

cumplyr

An extension of plyr that uses inequality constraints.
R
9
star
32

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.
9
star
33

MySQL.jl

MySQL DBI driver
Julia
9
star
34

sudoku.jl

A simple Sudoku solver in Julia
Julia
8
star
35

IntertemporalChoiceHeuristics

Analysis pipeline for Psychological Science paper called "Money Earlier or Later? Simple Heuristics Explain Intertemporal Choices Better than Delay Discounting"
R
8
star
36

DataFramesIO.jl

Advanced import/export tools for DataFrames: Stata, SPSS, Excel, JSON
Julia
8
star
37

DG2012Tutorial.jl

Simple examples of SGD-style computations in Julia
Julia
8
star
38

computer_music

R functions for generating computer music.
R
8
star
39

Brainfuck.jl

A Brainfuck interpreter written in Julia
Julia
7
star
40

Resampling.jl

Tools for resampling data in Julia
Julia
7
star
41

analytics_x_prize

Code and data used for submissions to the Analytics X Prize
Python
7
star
42

IsingModels.jl

The Ising model as a Julian distribution
Julia
7
star
43

PowerAnalysis.jl

Tools for power analysis in Julia
Julia
7
star
44

spatial_statistics_in_r

Slides and code on spatial statistics in R.
7
star
45

FFIExamples.jl

Simple examples of Julia's FFI as of v0.4
Julia
7
star
46

HackerSchoolTalk

A talk to the Summer 2013 batch of Hacker School students
Ruby
7
star
47

KLDivergence.jl

KL-divergence estimation in Julia
Julia
7
star
48

TicTacToe.jl

Use Reinforcement Learning to teach a computer to play Tic-Tac-Toe
Julia
6
star
49

projecteuler.jl

Solutions to Project Euler problems in Julia
Julia
6
star
50

bayesian_canabalt

A Bayesian exploratory analysis of Canabalt scores.
R
6
star
51

JAGSIntro

A short intro to probabilistic programming using JAGS
R
6
star
52

TypeTree.jl

An interactive visualization of the Julia type hierarchy
JavaScript
6
star
53

regularization_slides

An introduction to statistical regularization
6
star
54

NaiveBayes.jl

Naive Bayes models in Julia
Julia
5
star
55

NearestNeighbors.jl

Data structures for nearest neighbor search
Julia
5
star
56

Proximal.jl

Translation of Parikh and Boyd code for proximal algorithms
Julia
5
star
57

SortableHTMLTables

A package for writing data frames as sortable HTML tables.
JavaScript
4
star
58

Loss.jl

Loss functions
Julia
4
star
59

senate_analyses

Statistical Analyses of the U.S. Senate
R
4
star
60

webcast_examples

Examples for O'Reilly webcast
R
4
star
61

utils.jl

Utility functions for Julia + R compatibility wrapper
Julia
4
star
62

bayesian-decryption

An example R program that decrypts text encrypted using a substitution cipher.
R
4
star
63

IntertemporalChoice

An R package for modeling intertemporal choice data.
4
star
64

stringops

An R library for manipulating strings.
4
star
65

DCStats.jl

IJulia Notebooks that provide a brief introduction to Julia for statistical programming
4
star
66

cran-function-usage-analysis

Code to spider CRAN, tokenize package source code and analyze function usage both within and across packages.
3
star
67

fastR

Examples of writing faster R code.
R
3
star
68

CSVReaders.jl

A CSV parsing toolkit for Julia
Julia
3
star
69

julia_nyhackr

Slides about Optimization in Julia for NY R Meetup
R
3
star
70

GiltTalk

Slides for course at Gilt
R
3
star
71

julia_package_system

A package system for Julia.
Julia
3
star
72

UCSD2014Talk

Talk to Bradley Voytek's Data Science class at UCSD
R
3
star
73

FourierDescriptors

Generate images using Fourier descriptors.
R
3
star
74

NYCMarathon

Statistical Analyses of the NYC Marathon
R
3
star
75

DataGotham.jl

IJulia Notebook with material for DataGotham tutorial on using Julia for data analysis
3
star
76

cran_analysis

Analyses of CRAN packages
R
3
star
77

SimpleML.jl

Textbook implementations of ML algorithms in Julia using Optim.jl
Julia
3
star
78

DataFrameDemo

A demo of DataFrame's in Julia.
3
star
79

Ridge.jl

Ridge regression and classification
Julia
3
star
80

Wordle.jl

A Julia library for solving Wordle puzzles.
Jupyter Notebook
3
star
81

fmri_utilities

A set of basic utility methods for analyzing fMRI data in R.
3
star
82

ProbabilisticModeling.jl

A BUGS-like language for describing probabilistic models in Julia
Julia
2
star
83

FiniteDiff.jl

A replacement for the finite-differencing code in Calculus.jl
Julia
2
star
84

abbReviations

Functions for dealing with common abbreviations.
R
2
star
85

winsorization_simulation_study

A simulation study of winsorization
R
2
star
86

NHSTExamples

Examples of how NHST really works
R
2
star
87

PackageTesting.jl

A standard for testing Julia packages
Julia
2
star
88

DesignSpace.jl

Show part of the design space for NullableArrays
Julia
2
star
89

ML4H.jl

Machine Learning for Hackers in Julia
Julia
2
star
90

HyperLogLog.jl

HyperLogLog in Julia
Julia
2
star
91

Calculus2.jl

A draft of a new interface for the Calculus package
Julia
2
star
92

sf_politics

Endorsement data for SF politics
R
2
star
93

Roxygen.jl

A Roxygen-like documentation package
Julia
2
star
94

SGD.jl

Fit models using SGD in Julia
Julia
2
star
95

ggplots

A wrapper library that provides functions for common plots using ggplot2.
R
2
star
96

clean

A utility to recursively purge directories of all files identified by a naming convention.
2
star
97

ncclab

Rails code for the NCC Lab's website.
JavaScript
2
star
98

stroop

The classic Stroop task in R.
R
2
star
99

CategoricalData.jl

Tools for working with categorical/ordinal data
Julia
2
star
100

FileFind.jl

File::Find implementation in Julia
Julia
2
star