Logo Institute for Biomedical Imaging
Institute for Biomedical Imaging
Logo Institute for Biomedical Imaging
Institute for Biomedical Imaging
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IBI > Teaching

Content

  • Elementary data types and the connection to mathematics
  • Scientific data types: Multidimensional arrays, sparse arrays, data frames, missing data
  • Multiple Dispatch as an efficient paradigm for scientific programming
  • Literate Programming
  • Profiling and Benchmarks
  • Acceleration techniques: caching, multi-threading, SIMD, GPGPU
  • Scientific Data Formats: CSV, TOML, HDF5, and selected examples
  • Data visualization
  • Standard numerical techniques and efficient program libraries (BLAS, LAPACK, FFTW, ...)
  • Tests, code management, documentation
  • Reproducible science
TU Hamburg
Institute for Biomedical Imaging
Lottestraße 55, 2nd floor
22529 Hamburg
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MRIReco.jl
MNPDynamics.jl
NFFT.jl
MPIMeasurements.jl
MPIUI.jl
MPIReco.jl
MPIFiles.jl
OpenMPIData
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