lindahua/LightBayes.jl

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2
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Julia
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Other
Created over 9 years ago
Updated about 9 years ago

lindahua/LightBayes.jl

lindahua

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Light-weight Bayesian models to support research on Bayesian inference and estimation.

light-matrix

A Light-weight and Fast Template Matrix Library

Devectorize.jl

A Julia framework for delayed expression evaluation

Regression.jl

Algorithms for regression analysis (e.g. linear regression and logistic regression)

NumericExtensions.jl

Julia extensions to provide high performance computational support

SGDOptim.jl

A julia package for Gradient Descent and Stochastic Gradient Descent

Jupyter Notebook

pli-toolbox

A MATLAB Toolbox for Probabilistic Learning and Inference

EmpiricalRisks.jl

Julia implementation of predictors and loss functions for empirical risk minimization

NumericFuns.jl

Math functions and functors for numerical computations

MixtureModels.jl

A Julia package for probabilistic mixture models

light-simd

A light weight library for SIMD based computation

BenchmarkLite.jl

A lightweight Julia package for simple performance benchmark

DiscreteInference.jl

A Julia Package for Inference over Discrete Graphical Models

IPPMath.jl

A Julia package for vectorized math computation based on Intel IPP

Sampling.jl

Basic sampling algorithms for Julia

light-test

A light weight C++ testing framework

Accelereval.jl

A Julia framework for accelerated re-compiled evaluation.