머신러닝자료모음

Julia : 한글자료모음, 머신러닝자료모음, 데이터시각화자료모음

한글 번역 자료

• Flux: 줄리아 머신러닝 라이브러리 https://wookay.github.io/docs/Owl.jl/Flux/

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아래부터는 영어 자료 입니다.

머신러닝 글

• On Machine Learning and Programming Languages https://julialang.org/blog/2017/12/ml&pl
  • 기계 학습 및 프로그래밍 언어 중국어 -> 한글
• 7 Binary Classifier Libraries in Julia http://white.ucc.asn.au/2017/12/18/7-Binary-Classifier-Libraries-in-Julia.html
• Machine Learning and Artificial Intelligence https://juliacomputing.com/domains/ml-and-ai.html
• Machine Learning and Visualization in Julia http://www.breloff.com/JuliaML-and-Plots/
• Machine Learning: The Julia Approach http://opensourceforu.com/2017/01/machine-learning-julia-approach/

강의 자료

• EE104: Introduction to Machine Learning http://ee104.stanford.edu/

매뉴얼

• Flux: The Julia Machine Learning Library https://fluxml.github.io/Flux.jl/latest/
• MXNet Documentation http://dmlc.ml/MXNet.jl/latest/
• TensorFlow.jl http://malmaud.github.io/TensorFlow.jl/latest/

패키지 모음

• JuliaML https://github.com/JuliaML
• Artificial Intelligence, Machine Learning, Neural Networks, NLP, Speech Recognition and Voice tools https://github.com/svaksha/Julia.jl/blob/master/AI.md
• Top Machine Learning Projects for Julia https://www.kdnuggets.com/2016/08/top-machine-learning-projects-julia.html
• Machine learning workshop https://github.com/aviks/mltraining
• Andrew Ng's ML course https://github.com/hpoit/ML-Coursera

강의 영상

• JuliaCon 2017 | Flux: Machine Learning with Julia | Mike Innes https://www.youtube.com/watch?v=vWaHDS--s-g
• JuliaCon 2017 | Modern Machine Learning in Julia with TensorFlow.jl | Jonathan Malmaud https://www.youtube.com/watch?v=MaCf1PtHEJo
• JuliaCon 2017 | What is Knet.jl and Why use Julia for Deep Learning | Deniz Yuret https://www.youtube.com/watch?v=Q9CJO_TIEkI

커뮤니티

• julialang 슬랙 #machine-learning 채널 https://julialang.slack.com/messages/C690QRAA3