Assorted IJulia notebooks in various stages of usefulness for public consumption.
Jupyter Notebook
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BlockSVD.ipynb
ECG model.ipynb
Hinton diagrams.ipynb
Karaoke.ipynb
LICENSE.md
Nuclear energy levels.ipynb
README.md
RMT history.ipynb
Randomized SVDs.ipynb
SVD of signals.ipynb

README.md

Assorted IJulia notebooks

Assorted IJulia notebooks in various stages of usefulness for public consumption.

See https://github.com/jiahao/ijulia-notebooks for more polished notebooks.

  • BlockSVD: Steps through the new blocked algorithm in LAWN 283 for computing the singular value decomposition.

  • ECG model: Implements a model for simulating human electrocardiogram (ECG) signals by McSharry, Clifford, Tarassenko, and Smith (2003) (doi:10.1109/TBME.2003.808805) and compares the model with some real patient data from the MIMIC II database

  • Hinton diagrams: A simple code for generating Hinton diagrams using Compose.jl.

  • Karaoke: Teach Julia to sing using AudioIO.jl

  • Nuclear energy levels: Models experimental energy levels of atomic nuclei using random matrix theory.

  • Randomized SVD: Experimental implementations of randomized algorithms for the singular value decomposition and assorted related linear algebra functions. Now mostly implemented in IterativeSolvers.jl#33

  • SVD of signals: Looks at what the singular value decomposition can tell us about analyzing multiple time series.