Jupyter notebooks on Julia programming created by Milton Huang. If you just want to read a notebook online and Github is having rendering problems, use the nbviewer link.
Julia pulls in external libraries with the using command. If you are using a notebook on your local system, you may need to install the related package with import Pkg and Pkg.add("NameOfPackage").
- Colors: basics of how color is used in Julia
- Plots - I have examples of plotting using the Covid-19 data from Johns Hopkins' data repository. [Notebook] [nbviewer]
- perceptron [nbviewer]: playing with the elementary unit of a neural net
- MXNet: folder of notebooks using MXNet framework
- Multi Layer Perceptron (MLP) [nbviewer]: basic use of MXNet.jl to create an MLP
- ConvNet [nbviewer]: use of MXNet to create Convolutional Neural Networks
- Recurrent Neural Net (RNN)
Julia code is licensed under MIT.