2653833a07
DOC some fixes to the doc build.
2015-11-03 12:23:23 -05:00
f67e911124
DOC Modify documentation/examples for the new model_selection module
2015-10-29 16:49:23 +01:00
d15f322111
Added colorblind compatibility
2015-10-23 19:47:32 +02:00
7a2e2d8536
Tweaking the legend of GP plot in plot_compare_gpr_krr.py
2015-10-21 15:21:29 +05:30
eaf97bf4ea
colorbar doesn't handle label parameter
2015-10-20 13:32:24 +02:00
e2a340a4ee
REF More meaningful names for hyperparameters of GP kernels
2015-10-19 18:07:14 +02:00
2dd1f285b9
PEP8 Making pep8 and pyflakes happy
2015-10-19 18:07:14 +02:00
65555b300b
REF Renaming sigma_squared_n to alpha (consistency with Ridge)
2015-10-19 18:07:13 +02:00
c6db24e56f
REF Several small changes based on @eickenberg's suggestions
2015-10-19 18:07:13 +02:00
992b8c474c
DOC Updating GPC XOR example (showing also results for DotProduct kernel)
2015-10-19 18:07:13 +02:00
83bc6c2440
ENH Adding max_iter parameter for Newton iteration in GPC
2015-10-19 18:07:13 +02:00
f6d8686eba
ADD Example illustrating Gaussian process classifier on iris dataset
2015-10-19 18:07:12 +02:00
daa90c22d3
ENH Adding Matern kernel for Gaussian Processes
2015-10-19 18:07:12 +02:00
2839f66933
REFACTOR normalize_y in GPR does not modify standard-deviation
2015-10-19 18:07:12 +02:00
bcd4b72897
REFACTOR Remove theta_ attribute from GPR and GPC
...
It can be accessed instead via kernel_.theta
2015-10-19 18:07:11 +02:00
41cbb29176
DOCAdapting GP examples to changed hyperparameter representation
2015-10-19 18:07:11 +02:00
cb9935b729
DOC Extending further the GP documentation
2015-10-19 18:07:11 +02:00
a5c1187737
DOC Documentation of the CO2 example
2015-10-19 18:07:11 +02:00
d26c355374
DOC Adding documentation for GP kernels
2015-10-19 18:07:11 +02:00
a9a884d5b2
DOC Revised plot_gpc example
2015-10-19 18:07:11 +02:00
0b1fb338c7
DOC Adding example comparing kernel ridge with GPR.
2015-10-19 18:07:11 +02:00
54df4174b7
FIX Fetching CO2 data from mldata
2015-10-19 18:07:11 +02:00
04770b1ea1
DOC Adapted old example of fitting with noisy targets to new GPR class
2015-10-19 18:07:10 +02:00
02ab93e809
ENH GPR can use individual noise-levels for each datapoint
2015-10-19 18:07:10 +02:00
c961392424
REFACTOR Changed order of l and alpha in RationalQuadratic kernel
2015-10-19 18:07:10 +02:00
ebf3f05994
REFACTOR Removed literal form of specifying bounds for ConstantKernel
2015-10-19 18:07:10 +02:00
82ec208c65
DOC Adapted GP examples to changes in kernel module
2015-10-19 18:07:10 +02:00
1790b944b6
DOC Adding GPC to plot_classifier_comparison.py script and enabling warm_start
2015-10-19 18:07:10 +02:00
ff92bc9bd3
FIX Adapted examples and tests to GPC.predict_proba() adapted return shape
2015-10-19 18:04:56 +02:00
141eb0b27c
REFACTOR Rename GPR method sample to sample_y
2015-10-19 18:04:56 +02:00
27bd525c96
DOC Reorganizing gaussian_process examples
2015-10-19 18:04:56 +02:00
a3abc09456
ENH Added Exponentiation kernel (DotProduct no longer has internal degree)
2015-10-19 18:04:56 +02:00
403b5f1412
REFACTOR REnamed kernel property params to theta
2015-10-19 18:04:55 +02:00
9f6e48f6cc
REFACTOR GP kernels use separate specification of bounds and params (no joint param_space)
2015-10-19 18:04:55 +02:00
d0bc5dc35c
FIX GPs do not modify kernel attribute but store optimized kernels in kernel_
2015-10-19 18:04:55 +02:00
49badf9f56
DOC Illustrating different kernels in plot_gpr_prior_posterior.py
2015-10-19 18:04:55 +02:00
98f9774cd1
DOC Revising CO2 example
2015-10-19 18:04:55 +02:00
d8405c2403
REFACTOR Hyperparameter optimization in GPs enabled explicitly by optimizer parameter
2015-10-19 18:04:55 +02:00
f534a972df
DOC Initial version of Mauna Loa CO2 example
2015-10-19 18:04:55 +02:00
e165fed1cc
REFACTOR GaussianProcessClassification/Regression -> ...Classifier/Regressor
2015-10-19 18:04:55 +02:00
226bb3a839
DOC Revised examples based on @eickenberg's comments
2015-10-19 18:04:54 +02:00
7b4d93535b
DOC Revised GP examples (added doc etc.)
2015-10-19 18:04:54 +02:00
1c5db5f1df
ADD Examples for GP regression
2015-10-19 18:04:54 +02:00
e548d5652a
ADD Examples for GP classification
2015-10-19 18:04:54 +02:00
7070239aa5
DOC: copy-edits and active voice
2015-01-17 14:43:06 -08:00
c604ac39ad
Merge branch 'pr/3545'
...
Fixes #3545 .
2014-08-11 13:18:17 +02:00
5b247f90e4
move around examples for better structure.
2014-07-17 09:35:30 +02:00
2912384d28
FIX: gp_diabetes_dataset examples (theta_ attribute)
2013-12-03 22:38:11 +01:00
dacfd8bd5d
DOC: Replaced all BSD style licenses with "BSD 3 clause"
...
Replaced all BSD style licenses with "BSD 3 clause"
Not checked yet!
Removed duplicate "3 clause, 3 clause"
Removed trailing period if exists
Fixed some missed licences, still about 50 to do, but those can be automated
Think I got the last of them.
Apparently me and sed have different ideas of regex.
Found a few more
2013-04-30 08:34:46 +02:00
837093df7f
P3K: use print as a function in the examples
...
Also corrected some typos, including two people misspelling their own names :)
2013-02-01 15:04:42 +01:00
Andreas Mueller