matlab - Python for climatology, oceanograpy and atmospheric science

matlab

numpy/scipy/matplotlibでほぼmatlabの代替

Numpy

NumPy for Matlab users https://docs.scipy.org/doc/numpy/user/numpy-for-matlab-users.html#numpy-for-matlab-users

scipy.io

loadmat: Load MATLAB file.

https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.loadmat.html

savemat: Save a dictionary of names and arrays into a MATLAB-style .mat file.

https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.savemat.html

whosmat: List variables inside a MATLAB file.

https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.whosmat.html

matplotlib.mlab

Numerical python functions written for compatibility with MATLAB commands with the same names. Most numerical python functions can be found in the numpy and scipy libraries. What remains here is code for performing spectral computations.

Plotly

Running MATLAB in an IPython Notebook With Interactive MATLAB Graphing in Plotly

https://nbviewer.jupyter.org/gist/anonymous/8868059