Notebooks

I am gathering useful notebooks from internet

Cython

• Memoryview Benchmarks:

  • Memoryviews are as fast as raw pointer
    • https://jakevdp.github.io/blog/2012/08/08/memoryview-benchmarks/

• Projects that heavily use Cython

  • pytraj: https://github.com/pytraj/pytraj
  • Cython QuantLib wrappers: https://github.com/enthought/pyql
  • Hadoopy: https://github.com/bwhite/hadoopy.git

Speed comparison

• (2014) Matlab vs. Python Numpy Numba
  • http://blogs.bu.edu/mhirsch/2014/11/speed-of-matlab-vs-python-numpy-numba/
• (2014) Numpy, Cython, Fortran and OpenCL
  • http://ezietsman.github.io/python/2014/09/06/parallel-python-on-a-gpu-with-opencl/
• Some Linear Algebra with Cython
  • http://nbviewer.ipython.org/github/carljv/cython_testing/blob/master/cython_linalg.ipynb
• (2014) PERFORMANCE OF PANDAS SERIES VS NUMPY ARRAYS
  • http://penandpants.com/2014/09/05/performance-of-pandas-series-vs-numpy-arrays/
• (2014) Numpy vs C++ and BLAS
  • http://stackoverflow.com/questions/7596612/benchmarking-python-vs-c-using-blas-and-numpy
• (2013) Numba, NumPy and F2PY
  • http://combichem.blogspot.com/2013/04/fun-with-numba-numpy-and-f2py.html