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Top Pkgs Packages

1

Flux

Relax! Flux is the ML library that doesn't make you tensor

2

Knet

Koç University deep learning framework.

3

TensorFlow

A Julia wrapper for TensorFlow

4

MXNet

MXNet Julia Package - flexible and efficient deep learning in Julia

5

ScikitLearn

Julia implementation of the scikit-learn API

6

DecisionTree

Julia implementation of Decision Tree (CART) and Random Forest algorithms

7

Clustering

A Julia package for data clustering

8

Merlin

Deep Learning for Julia

9

MachineLearning

Julia Machine Learning library

10

MLDatasets

Utility package for accessing common Machine Learning datasets in Julia

11

LossFunctions

Julia package of loss functions for machine learning.

12

MLKernels

Machine learning kernels in Julia.

13

GLMNet

Julia wrapper for fitting Lasso/ElasticNet GLM models using glmnet

14

NMF

A Julia package for non-negative matrix factorization

15

BackpropNeuralNet

A neural network in Julia

16

Orchestra

Heterogeneous ensemble learning for Julia.

17

LIBSVM

LIBSVM bindings for Julia

18

PrivateMultiplicativeWeights

Differentially private synthetic data

19

MLLabelUtils

Utility package for working with classification targets and label-encodings

20

BayesianNonparametrics

BayesianNonparametrics in julia

21

LearningStrategies

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

22

KDTrees

KDTrees for julia

23

kNN

The k-nearest neighbors algorithm in Julia

24

ParticleFilters

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

25

GradientBoost

Gradient boosting framework for Julia.

26

RegERMs

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

27

LearnBase

Abstractions for Julia Machine Learning Packages

28

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

29

TSVD

Truncated singular value decomposition with partial reorthogonalization

30

SALSA

Software Lab for Advanced Machine Learning with Stochastic Algorithms in Julia