5b247f90e4
move around examples for better structure.
2014-07-17 09:35:30 +02:00
f59e08f21f
Correct examples
2014-05-28 20:04:46 +02:00
08c17d24c5
Use PCA initialization in examples
2014-05-28 19:56:10 +02:00
91e95df436
Integrate PCA initialization
...
* update docstring
* add tests
2014-05-28 19:56:09 +02:00
58bcbaf0bd
Add optional PCA init to t-SNE
2014-05-28 19:56:09 +02:00
25a8c5f05a
Adress Gael's comments
...
* rename _binary_search to _utils
* indent list elements
* use default parameters in examples
2014-05-28 19:56:09 +02:00
8d0fadabbc
Remove generalization
2014-05-28 19:56:09 +02:00
1b668d471c
Explain example
2014-05-28 19:56:09 +02:00
43b41f1ff7
Modify learning schedule
2014-05-28 19:56:09 +02:00
5de4c7ddc6
Remove example with digits dataset
2014-05-28 19:56:09 +02:00
8c969cb011
Add t-SNE to other examples
2014-05-28 19:56:09 +02:00
53e015c961
Simplify optimization
...
* remove L-BFGS, gradient descent finds better visualizations (although the cost is often higher)
* learning_rate is a parameter
* learning schedule:
* initialize embedding with standard deviation 1
* 100 episodes with early exaggeration
* 20 iterations with momentum 0.5
* then switch to momentum 0.8
* default learning rate is 100, reasonable range is 100-500
2014-05-28 19:54:15 +02:00
4f2154a3e7
Compare t-SNE with other manifold learners
2014-05-28 19:54:15 +02:00
7a1f84eb69
Generalize with average of nearest neighbors
2014-05-28 19:51:08 +02:00
da43e4c230
Add t-SNE
2014-05-28 19:51:08 +02:00
5e20b8c664
Fixed pep8 violations. Some 'line too long' errors still remain.
2014-05-15 09:23:16 +05:30
2244098532
Updated examples to use pyplot for plotting instead of pylab
...
Some examples not updated because scripts throw error (probably not
because of the change)
2014-05-15 02:18:07 +05:30
26eb3c606f
DOC/EXAMPLES fix more documentation errors, deprecated api usages.
2013-07-28 15:01:48 +02:00
8861833ec9
DOC spellfixes
2013-06-29 16:18:23 +03:00
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
67ece78da4
COSMIT various typofixes
...
As suggested by codespell <https://github.com/lucasdemarchi/codespell >
Signed-off-by: Stefano Lattarini <stefano.lattarini@gmail.com>
2013-04-11 21:22:14 +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
4f1bc46fc1
COSMIT pep8 in examples
2013-01-17 12:51:12 +01:00
f5cfa64787
DOC mds example: suppress warning for explicit initialization
2013-01-16 22:57:36 +01:00
44fe9be14f
DOC fix in mds example (new interface)
2013-01-16 22:54:13 +01:00
9e3ef3985e
DOC some sphinx fixes
2013-01-16 22:51:24 +01:00
685c6529b6
ENH rename proximity to dissimilarity
2013-01-07 09:41:48 +01:00
1aacfbede8
ENH updated to more examples.
2013-01-07 09:41:48 +01:00
791a2241aa
FIX another typo, fix examples
2013-01-07 09:41:48 +01:00
9301f149a7
FIX the mds example did not plot the NMDS
2013-01-01 15:04:06 +01:00
12c8d3be79
ENH Rename Bernoulli random projection to sparse random projection
2012-12-21 14:48:01 +01:00
eb67e016eb
FIX typo mistakes
2012-12-21 14:47:58 +01:00
6cc099771c
FIX example import (name changed)
2012-12-21 14:34:23 +01:00
110842ab64
use random projections in the digits manifold example
2012-12-21 14:34:18 +01:00
0e77bcecd9
FIX spectral_embedding test erros, ADD spectral embedding to sphere examples
2012-12-13 13:05:28 +08:00
61e2a71400
ENH fix random seed in manifold example
2012-12-08 18:43:16 +01:00
0bdf3d918d
COSMIT RST in manifold sphere example.
2012-12-08 18:24:32 +01:00
c64a6b365c
FIX manifold example - sorry, my bad.
2012-12-08 18:02:25 +01:00
1b06789bb3
COSMIT some fixes in whatsnew rst
2012-12-07 22:56:52 +00:00
f09a579713
heading change
2012-12-02 09:36:55 +00:00
80c74519fd
pep8
2012-12-02 09:36:55 +00:00
9a15d93c90
final changes
2012-12-02 09:36:55 +00:00
4fb669ef4b
small changes
2012-12-02 09:36:55 +00:00
db28229dd7
links for MDS
2012-12-02 09:36:55 +00:00
8b9c248be4
Andy`s suggestions
2012-12-02 09:36:55 +00:00
15e40c9d51
new example added for manifold learning
2012-12-02 09:36:54 +00:00
e0959c9add
ref: change name to indicate semantics
2012-11-27 09:36:21 -05:00
8eb74e065c
fix: addressing gael's comments
2012-11-27 09:36:20 -05:00
97a216d2ad
COSMIT and minor fixes
2012-11-27 09:35:46 -05:00
9b47cdf9d0
ADD added examples, and eliminate unnecessary imports
2012-11-27 09:35:45 -05:00
Andreas Mueller