Julia库集

Julia库集RCall.jlEmbeddedRwithinJuliaJulia嵌入RDistributions.jlAJuliapackageforprobabilitydistributionsandassociatedfunctions.概率分布及相关函数的Julia包。StatsFuns.jlMathematicalfunctionsrelatedtostatistics.统计相关的数学函数。DataFramesMeta.jlMetaprogrammingtoolsforDataFramesDataFrames的元编程工具。Lora.jlMCMCinferenceinJuliaMCMC推断。MCMC=MarkovChainMonteCarlo。马尔可夫链。随机模拟/统计模拟方法的别名：蒙特卡罗方法。PDMats.jlUniformInterfaceforpositivedefinitematricesofvariousstructures正定矩阵各种结构的统一接口。ConjugatePriors.jlAJuliapackagetosupportconjugatepriordistributions.共轭先验分布的一个Julia支持包。DataFrames.jllibraryforworkingwithtabulardatainJulia工作表数据的Julia库。GLM.jlGeneralizedlinearmodelsinJulia广义线性模型。StatsBase.jlBasicstatisticsforJulia统计基础。Distances.jlAJuliapackageforevaluatingdistances(metrics)betweenvectors.向量之间距离（度量）的评估Julia包。TimeSeries.jlTimeseriestoolkitforJulia时间系列工具包。NullableArrays.jlPrototypeofthenewJuliaStatsNullableArrayspackageNullableArrays新原型包。HypothesisTests.jlHypothesistestsforJulia假设检验。Clustering.jlAJuliapackagefordataclustering数据聚类包。MultivariateStats.jlAJuliapackageformultivariatestatisticsanddataanalysis(e.g.dimensionreduction)多元统计与数据分析（如降维）包。DataArrays.jlDatastructuresthatallowmissingvalues允许缺失值的数据结构。NMF.jlAJuliapackagefornon-negativematrixfactorization非负矩阵分解包。KernelDensity.jlKerneldensityestimatorsforJulia核密度估计。TimeModels.jlModelingtimeseriesinJulia模型时间序列。MLBase.jlAsetoffunctionstosupportthedevelopmentofmachinelearningalgorithms支持机器学习算法开发的功能（函数）集。RegERMs.jlRegularisedEmpiricalRiskMinimisationFramework(SVMs,LogReg,LinearRegression)inJulia正规化的经验风险最小化的框架（支持向量机，LogReg，线性回归）。SVM.jlSVM'sforJulia支持向量机。Distance.jlJuliamoduleforDistanceevaluation距离评价模块。MCMC.jlMarkovChainMonteCarlo(MCMC)inJulia同上有解。DimensionalityReduction.jlMethodsfordimensionalityreduction降维方法。JuliaStats.github.ioThehomepageofJuliaStatsJuliaStats主页。Stats.jlStatsmeta-package统计元数据包。RmathDist.jlJuliainterfacetoRmathdistributionfunctionsRmath分布函数Julia接口。PGM.jlAJuliaframeworkforprobabilisticgraphicalmodels.概率图形模型的Julia框架。Roadmap.jlAcentralizedlocationforplanningthedirectionofJuliaStatsJulia统计方向的一个集中位置规划。DiscriminantAnalysis.jlAJuliapackageformultiplelinearandquadraticregularizeddiscriminantanalysis多线性二次正则判别分析的包RegressionAJuliapackageforregressionanalysis.回规分析算法包Loess.jl—局部回归，非常平滑NaiveBayes.jlSimpleimplementationofNaiveBayesclassificationinJulia.CurrentlysupportsonlyMultinomialNaiveBayes.朴素贝叶斯分类在朱丽亚的简单实现。目前只支持多项朴素贝叶斯。MixedModels.jlLinearmixed-effectsmodelsinJulia（统计）混合效应模型的Julia包SimpleMCMC.jlSmallframeworkforMCMCsamplingandmaximizationonuser-definedmodelsJulia实现的基本mcmc采样器。DecisionTree.jlDecisionTreeClassifierandRegressorinJulia决策树分类器及回归分析器BackpropNeuralNet.jlJulia实现的神经网络MCMC.jlJulia下的MCMC工具OnlineLearning.jlAnimplementationofonlinemini-batchlearningforpredictioninjulia.一种在线小批量学习在Julia预测中的应用。GLMNet.jlJuliawrapperforfittingLasso/ElasticNetGLMmodelsusingglmnetGMLNet的Julia包装版，适合套索/弹性网模型。MAT.jlSupportforreadingandwritingMATLABfilesinJuliaNIfTI.jlJuliamoduleforreading/writingNIfTIMRIfilesDSP.jlFilterdesign,periodograms,windowfunctions,andotherdigitalsignalprocessingfunctionality这个包提供了一组数据聚类算法数据聚类的基本函数：k-means,dp-means等ANN.jlImplementationofbackpropagationartificialneuralnetworksinJulia.Julia反向传播神经网络的实现。TopicModels.jlTopicmodelsareBayesian,hierarchicalmixturemodelsofdiscretedata.主题模型是贝叶斯，分层混合模型的离散数据。TextAnalysis.jlJuliapackagefortextanalysisGraphLayout.jlGraphlayoutalgorithmsinpureJuliaJuMPeR.jlJuliaforMathematicalProgramming-extensionforRobustOptimization://gadflyjl.org/Judo.jlAJuliadocumentgeneratorCompose.jlDeclarativevectorgraphics优化函数。Sampling.jlBasicsamplingalgorithmsforJuliaRDatasets.jlJuliapackageforloadingmanyofthedatasetsavailableinRDevectorize.jlAJuliaframeworkfordelayedexpressionevaluation延时表达评价框架。NumericExtensions.jlJuliaextensionstoprovidehighperformancecomputationalsupportJulia扩展的高性能计算支持。Regression.jlAlgorithmsforregressionanalysis(e.g.linearregressionandlogisticregression)回归分析算法。线性回归与逻辑回归。Wavelets.jlAJuliapackageforfastdiscretewavelettransformsandutilities快速离散小波变换和实用程序的Julia包Estimation.jlAjulialangpackageforDSPrelatedestimationDSP相关评估包。分析数据可视化包。ProgressMeter.jlProgressmeterforlong-runningcomputations长时间运行计算的进度表Grid.jlInterpolationandrelatedoperationsongrids网格插值及其相关操作FastAnonymous.jlFastanonymousfunctionsforJulia快速匿名函数。