94f38b9925
renaming plot_gp_diabetes_dataset.py as nothing is plotted
2010-12-12 20:42:22 -05:00
2da02ab428
pyflakes in plot_gp_diabetes_dataset.py
2010-12-12 20:41:40 -05:00
cb3326cb64
Merge branch 'gaussian_process_review'
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Conflicts:
examples/gaussian_process/plot_gp_diabetes_dataset.py
examples/gaussian_process/plot_gp_probabilistic_classification_after_regression.py
2010-12-12 23:40:13 +01:00
849937980f
gaussian_process module changes:
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- a few cosmits in the examples
- implementation of real built-in score function for the GaussianProcess which evaluates a leave-one-out estimate of the determination coefficient (as usually done w/ this kind of model).
2010-12-09 08:44:36 +01:00
f068df4f62
review of gaussian process module
2010-11-28 22:31:22 -05:00
439f734518
DOC: minor changes in gaussian_process docs
2010-11-24 22:48:36 +01:00
8e9ac4f2c4
Cosmit
2010-11-24 21:53:08 +01:00
4d8dff6b11
metrics.explained_variance was renamed to metrics.explained_variance_score so that I needed to modify this example.
2010-11-24 19:00:10 +01:00
ea9bce71a7
From: agramfort: don't use capital letters for a vector. Y -> y.
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Done!
2010-11-23 23:22:12 +01:00
b80b6bbd58
Improvement of the documentation with a piece of code and reference to the regression auto_example. Add a README.txt file at the root of the examples/gaussian_process directory.
2010-11-23 23:13:30 +01:00
a95fd66b20
Added Welch's MLE optimizer in arg_max_reduced_likelihood_function() plus reference in the docstring.
2010-11-21 17:43:43 +01:00
8fbc770769
Modifications following Gaël latest remarks.
2010-11-21 15:42:37 +01:00
8993f8aa35
Changes in format of the fit() input (np.atleast_2d for X, and np.newaxis cat for y).
2010-11-20 11:43:35 +01:00
264a7897f6
Simplification of input's shape checking using np.atleast_2d()
2010-11-19 08:26:17 +01:00
7efcff49a7
Replaced np.matrix(A) * np.matrix(B) by np.dot(A,B), so that the code is a lot clearer to read...
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Implemented the solve_triangular function accounting for backward compatibility (following Fabian's trick).
2010-11-16 22:57:54 +01:00
68036a729b
I removed the time-consuming test and made a regression example from it.
2010-11-15 23:21:55 +01:00
d81d52dffe
Can't comply with contradictory PEP8 rules on some specfic code such as:
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y = function(- x) : it asks for spaces around operator, but spaces after parentheses are not allowed :(...
2010-11-14 18:51:41 +01:00
5077393d5f
I Ran the PEP8 and PYFLAKES utils and corrected the gaussian_process module related files.
2010-11-14 18:44:34 +01:00
b89c762df8
Bugged example after modification. Now correct!
2010-11-14 12:01:24 +01:00
dbfd17ba79
Renames as suggested by Alexandre. Simplification of the examples. Remove the interactive contour label picking in the probabilistic classification example.
2010-11-14 11:55:52 +01:00
Alexandre Gramfort