38b455d541
Cosmit pep8
2012-12-25 13:16:05 +01:00
066108eb37
DOC made the pls example plots so much prettier
2012-07-25 23:20:33 +01:00
da32a0aebc
Check that scikit-learn implementation of PLS provides exactly the same outcomes
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than 3 R-packages: mixOmics, plspm and pls. By the way ensure that PLSRegression
implements *exactly* the PLS2 algo. and that PLSCanonical implements *exactly*
the Wold algo.
2012-04-26 18:33:43 +02:00
e5628f79c6
peping8 examples
2011-12-19 18:16:51 +01:00
ddf4b72109
Move project directory from scikits.learn to sklearn
2011-09-02 12:06:57 +02:00
68f27e3790
Revert "Move project directory from scikits.learn to sklearn"
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This reverts commit fd0d3b879d
2011-09-02 12:03:18 +02:00
fd0d3b879d
Move project directory from scikits.learn to sklearn
2011-09-02 11:38:24 +02:00
1021baf7a7
FIX: broken example
2011-09-01 09:35:29 +02:00
74b762e965
print docstring in examples
2011-06-04 19:11:33 +02:00
ec96240c71
DOC: improve PLS docs and example
2011-03-25 00:27:18 +01:00
26a25613de
PLS : check for numerical instabilities + force float
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- Warm user if latent variance is null
- cast X, Y data to float (since they have to be centerered)
2011-02-20 04:15:35 +01:00
fb9e0bd523
PLS, new specific classes: PLSCanonical, PLSRegression, CCA + some cosmetics
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Those classes simply inherits from the base PLS with specific parameters
- PLSregression inherits from PLS with mode="A" and
deflation_mode="regression"
- PLSCanonical inherits from PLS with mode="A" and
deflation_mode="canonical"
- CCA inherits from PLS with
mode="B" and deflation_mode="canonical"
Cosmetics: minimalistic example usage
2011-02-01 13:58:27 +01:00
5d6b05852d
PLS cosmetic: PEP8, etc.
2011-02-01 04:35:18 +01:00
6de70d451d
PLS : make sure this also works with 1 dimensional response (PLS1)
2011-01-31 12:11:05 +01:00
40c62f4b91
PLS : predict
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- add some plot
- test of "non regression" for the prediction fucntion
2011-01-30 03:42:28 +01:00
04c10f74e3
PLS : add predict function
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+ some cosmetic
2011-01-29 20:48:43 +01:00
9539f4fa1c
PLS: transform method
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- In fit method: compute rotations
- This greatly simplify the transform function
2011-01-27 19:33:59 +01:00
c338ece45c
PLS: test_pls fix a bug
2011-01-27 15:33:57 +01:00
be305bfa00
PLS: add transform function
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+ add some new QC
2011-01-27 15:21:13 +01:00
f8554f54ff
PLS: simplify API + som additionnal test
2011-01-26 18:02:31 +01:00
a6041c6ff2
PLS cosmetic
2011-01-24 12:17:30 +01:00
823ed5a8d0
PLS : cosmetic changes
2011-01-23 05:50:08 +01:00
812d45c10a
PLS: WIP
2011-01-22 19:04:57 +01:00
b56dcde3ec
PLS examples
2011-01-17 16:23:53 +01:00
Andreas Mueller