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Top Pkgs Packages

31

TwoBasedIndexing

Two-based indexing

32

kNN

The k-nearest neighbors algorithm in Julia

33

MLLabelUtils

Utility package for working with classification targets and label-encodings

34

Shannon

Entropy, Mutual Information, KL-Divergence related to Shannon's information theory and functions to binarize data

35

Cartesian

Fast multidimensional algorithms

36

BayesianNonparametrics

BayesianNonparametrics in julia

37

KDTrees

KDTrees for julia

38

RegERMs

DEPRECATED: Regularised Empirical Risk Minimisation Framework (SVMs, LogReg, Linear Regression) in Julia

39

ProjectiveDictionaryPairLearning

Julia code for the paper S. Gu, L. Zhang, W. Zuo, and X. Feng, “Projective Dictionary Pair Learning for Pattern Classification,” In NIPS 2014

40

SALSA

Software Lab for Advanced Machine Learning with Stochastic Algorithms in Julia

41

LearnBase

Abstractions for Julia Machine Learning Packages

42

GradientBoost

Gradient boosting framework for Julia.

43

TSVD

Truncated singular value decomposition with partial reorthogonalization

44

HopfieldNets

Hopfield networks in Julia

45

Discretizers

A Julia package for data discretization and label maps

46

Hexagons

Useful tools for working with hexagonal grids

47

ParticleFilters

Simple particle filter implementation in Julia - works with POMDPs.jl models or others.

48

CellularAutomata

Cellular Automata simulation toolkit for Julia

49

ValueHistories

Utilities to efficiently track learning curves or other optimization information

50

SoftConfidenceWeighted

Exact Soft Confidence-Weighted Learning

51

CRF

Conditional Random Fields in Julia

52

LIBLINEAR

LIBLINEAR bindings for Julia

53

Equations

Derive mathematical relations

54

FunctionalDataUtils

Utility functions for the FunctionalData package, mainly from the area of computer vision / machine learning

55

NaNMath

Julia math built-ins which return NaN and accumulator functions which ignore NaN

56

NLreg

Nonlinear regression in Julia

57

ScikitLearnBase

Abstract interface of ScikitLearn.jl

58

EntropicCone

Entropic Cone approximation and optimization

59

ContinuedFractions

Types and functions for working with continued fractions in Julia

60

SVMLightLoader

Loader of svmlight / liblinear format files