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Top Pkgs Packages

31

LearningStrategies

A generic and modular framework for building custom iterative algorithms in Julia

32

kNN

The k-nearest neighbors algorithm in Julia

33

MLLabelUtils

Utility package for working with classification targets and label-encodings

34

BayesianNonparametrics

BayesianNonparametrics in julia

35

KDTrees

KDTrees for julia

36

Shannon

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

37

Cartesian

Fast multidimensional algorithms

38

RegERMs

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

39

ParticleFilters

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

40

Hexagons

Useful tools for working with hexagonal grids

41

LearnBase

Abstractions for Julia Machine Learning Packages

42

SALSA

Software Lab for Advanced Machine Learning with Stochastic Algorithms in Julia

43

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

44

TSVD

Truncated singular value decomposition with partial reorthogonalization

45

HopfieldNets

Hopfield networks in Julia

46

GradientBoost

Gradient boosting framework for Julia.

47

Discretizers

A Julia package for data discretization and label maps

48

CellularAutomata

Cellular Automata simulation toolkit for Julia

49

NaNMath

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

50

ValueHistories

Utilities to efficiently track learning curves or other optimization information

51

CRF

Conditional Random Fields in Julia

52

SoftConfidenceWeighted

Exact Soft Confidence-Weighted Learning

53

ScikitLearnBase

Abstract interface of ScikitLearn.jl

54

EntropicCone

Entropic Cone approximation and optimization

55

Equations

Derive mathematical relations

56

FunctionalDataUtils

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

57

NLreg

Nonlinear regression in Julia

58

ContinuedFractions

Types and functions for working with continued fractions in Julia

59

LIBLINEAR

LIBLINEAR bindings for Julia

60

SVMLightLoader

Loader of svmlight / liblinear format files