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Neil Lawrence 2013-09-24 06:15:09 +02:00
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GPy/coding_style_guide.txt Normal file
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In this text document we will describe coding conventions to be used in GPy to keep things consistent.
All arrays containing data are two dimensional. The first dimension is the number of data, the second dimension is number of features. This keeps things consistent with the idea of a design matrix.
Input matrices are either X or t, output matrices are Y.
Input dimensionality is input_dim, output dimensionality is output_dim, number of data is num_data.
Data sets are preprocessed in the datasets.py file. This file also records where the data set was obtained from in the dictionary stored in the file. Long term we should move this dictionary to sqlite or similar.