yuehhua/julia-programming-and-data-science-2020

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yuehhua/julia-programming-and-data-science-2020

yuehhua

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Julia lesson in NYMU.

deep-learning.jl

Introduction to deep learning using Flux.jl

Jupyter Notebook

Hopfields.jl

Modern Hopfield layer implementations in Julia

patterns.jl

Object-oriented design pattern examples in Julia.

GraphMLDatasets.jl

A library for machine learning datasets on graph

ScatterNNlib.jl

A scatter operation library for neural network

slides

machine-learning.jl

Jupyter Notebook

lambda-calculus.jl

A demo of lambda calculus in Julia.

CDGRNs.jl

Official Implementation of Context-Dependent Gene Regulatory Networks (CDGRNs)

handson-machine-learning

Machine learning practices with python scikit-learn

Jupyter Notebook

yuehhua.github.io

Yueh-Hua's site

PSO.jl

A demo of particle swarm optimization (PSO) with constraint support in Julia.

GraphLaplacians.jl

This package provides calculating for Laplacian of a graph and related linear algebra.

SimulatedAnnealing.jl

neural-ode.jl

Jupyter Notebook

Advanced-Julia-Programming

Jupyter Notebook

juliacon2020

Slides for JuliaCon 2020.

image-recognition.jl

Jupyter Notebook

cuda-programming.jl

ReactiveExtensions.jl

Implementation of reactive extensions for Julia.

ShoppingCarts.jl

gcc-compiler

A demo of gcc compilation collection

Bicor.jl

Biweight midcorrelation implementation in Julia.

seq-tools-biojulia

yuehhua

Config files for my GitHub profile.

scrna-seq-practice-2021

Jupyter Notebook

demo_cnn

advanced-programming-2020

GaussianMixtureRegressions.jl

Implementation of Gaussian mixture regression model in Julia.

coscup2020

data-science.jl

Jupyter Notebook

python-programming

prob-prog.jl

Jupyter Notebook

SqState.jl