Created
May 15, 2014 17:05
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loading matlab matrices
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| def loadmat(filename): | |
| ''' | |
| this function should be called instead of direct spio.loadmat | |
| as it cures the problem of not properly recovering python dictionaries | |
| from mat files. It calls the function check keys to cure all entries | |
| which are still mat-objects | |
| ''' | |
| data = sio.loadmat(filename, struct_as_record=False, squeeze_me=True) | |
| return _check_keys(data) | |
| def _check_keys(dict): | |
| ''' | |
| checks if entries in dictionary are mat-objects. If yes | |
| todict is called to change them to nested dictionaries | |
| ''' | |
| for key in dict: | |
| if isinstance(dict[key], sio.matlab.mio5_params.mat_struct): | |
| dict[key] = _todict(dict[key]) | |
| return dict | |
| def _todict(matobj): | |
| ''' | |
| A recursive function which constructs from matobjects nested dictionaries | |
| ''' | |
| dict = {} | |
| for strg in matobj._fieldnames: | |
| elem = matobj.__dict__[strg] | |
| if isinstance(elem, sio.matlab.mio5_params.mat_struct): | |
| dict[strg] = _todict(elem) | |
| else: | |
| dict[strg] = elem | |
| return dict |
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