danielstaps
0a2da9ae50
Added Vis for GMLVQ with more then 2 dims using PCA ( #11 )
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* Added Vis for GMLVQ with more then 2 dims using PCA
* Added initialization possibility to GMlVQ with PCA and one example with omega init + PCA vis of 3 dims
* test(githooks): Add githooks for automatic commit checks
Co-authored-by: staps@hs-mittweida.de <staps@hs-mittweida.de>
Co-authored-by: Alexander Engelsberger <alexanderengelsberger@gmail.com>
2021-06-18 13:28:11 +02:00
Jensun Ravichandran
4ab0a5a414
Add setup config
2021-06-17 14:51:09 +02:00
Alexander Engelsberger
8956ee75ad
test(githooks): Add githooks for automatic commit checks
2021-06-16 16:16:34 +02:00
Jensun Ravichandran
29063dcec4
Update gitignore
2021-06-16 12:39:39 +02:00
Jensun Ravichandran
a37095409b
[BUGFIX] examples/cbc_iris.py works again
2021-06-15 15:59:47 +02:00
Jensun Ravichandran
1b420c1f6b
[BUG] LVQ1 is broken
2021-06-14 21:08:05 +02:00
Jensun Ravichandran
7ec5528ade
[BUGFIX] examples/lvqmln_iris.py works again
2021-06-14 21:00:26 +02:00
Jensun Ravichandran
a44219ee47
[BUG] PLVQ seems broken
2021-06-14 20:56:38 +02:00
Jensun Ravichandran
24ebfdc667
[BUGFIX] examples/siamese_glvq_iris.py works again
2021-06-14 20:44:36 +02:00
Jensun Ravichandran
1c658cdc1b
[FEATURE] Add warm-starting example
2021-06-14 20:42:57 +02:00
Jensun Ravichandran
1911d4b33e
[BUGFIX] examples/lgmlvq_moons.py works again
2021-06-14 20:34:46 +02:00
Jensun Ravichandran
6197d7d5d6
[BUGFIX] examples/dynamic_pruning.py works again
2021-06-14 20:31:39 +02:00
Jensun Ravichandran
d2856383e2
[BUGFIX] examples/gng_iris.py works again
2021-06-14 20:29:31 +02:00
Jensun Ravichandran
4eafe88dc4
[BUGFIX] examples/ksom_colors.py works again
2021-06-14 20:23:07 +02:00
Jensun Ravichandran
3afced8662
[BUGFIX] examples/glvq_spiral.py works again
2021-06-14 20:19:08 +02:00
Jensun Ravichandran
68034d56f6
[BUGFIX] examples/glvq_iris.py works again
2021-06-14 20:13:25 +02:00
Jensun Ravichandran
97ec15b76a
[BUGFIX] KNN works again
2021-06-14 20:09:41 +02:00
Jensun Ravichandran
69e5ff3243
Import from the newly cleaned-up prototorch namespace
2021-06-14 20:08:08 +02:00
Alexander Engelsberger
c87ed5ba8b
[FEATURE] Add PLVQ model
2021-06-12 13:02:26 +02:00
Alexander Engelsberger
fc11d78b38
[REFACTOR] Rename LikelihoodRatioLVQ to SLVQ
2021-06-12 13:02:26 +02:00
Jensun Ravichandran
e62a8e6582
[BUGFIX] Log loss in NG and GNG
2021-06-11 18:50:14 +02:00
Jensun Ravichandran
ea33196a50
Update SOM example
2021-06-11 11:30:27 +02:00
Jensun Ravichandran
4ca846997a
[BUGFIX] Set minimum required version of pytorch_lightning
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The `check_on_train_epoch_end=True` argument to the EarlyStopping callback from
pytorch_lightning does not seem to be available in pl version 1.2.8.
2021-06-10 01:14:01 +02:00
Jensun Ravichandran
57f8bec270
Update SOM
2021-06-09 18:21:12 +02:00
Jensun Ravichandran
022d791ea5
Route initialized prototypes
2021-06-07 21:18:08 +02:00
Alexander Engelsberger
43fc7d1678
[QA] Remove unused argument from CBC
2021-06-07 21:00:58 +02:00
Jensun Ravichandran
c7b5c88776
[WIP] Add SOM
2021-06-07 18:44:15 +02:00
Jensun Ravichandran
b031382072
Update NG
2021-06-07 18:35:08 +02:00
Jensun Ravichandran
d558fa6a4a
[REFACTOR] Clean up GLVQ-types
2021-06-07 17:00:38 +02:00
Jensun Ravichandran
34ffeb95bc
Update how the model is printed
2021-06-07 16:58:00 +02:00
Jensun Ravichandran
3aa33fd182
Add remarkrc
2021-06-07 15:18:26 +02:00
Jensun Ravichandran
f65a665157
Update readme
2021-06-07 15:18:10 +02:00
Jensun Ravichandran
bed753a6e9
Minor aesthetic change
2021-06-05 01:23:58 +02:00
Jensun Ravichandran
b82bb54dbe
Add LGMLVQ example
2021-06-04 22:58:54 +02:00
Jensun Ravichandran
acac39cff6
Fix bold markup
2021-06-04 22:39:27 +02:00
Jensun Ravichandran
19f601fac8
Bump minimum required python version to 3.8
2021-06-04 22:21:41 +02:00
Jensun Ravichandran
5d2a8226ce
Update example scripts
2021-06-04 22:21:28 +02:00
Jensun Ravichandran
016fcb4060
[REFACTOR] Major cleanup
2021-06-04 22:20:32 +02:00
Jensun Ravichandran
20471bfb1c
[FEATURE] Update pruning callback to re-add pruned prototypes
2021-06-04 15:56:46 +02:00
Jensun Ravichandran
42d974e08c
No implicit learning rate scheduling
2021-06-04 15:55:06 +02:00
Jensun Ravichandran
b0df61d1c3
[BUGFIX] Fix examples/ng_iris.py
2021-06-03 16:34:48 +02:00
Alexander Engelsberger
47db1965ee
[BUGFIX] GNG Example
2021-06-03 15:42:54 +02:00
Alexander Engelsberger
0bc385fe7b
[BUGFIX] Neural Gas gets prototype intiailizer from kwargs
2021-06-03 15:24:17 +02:00
Alexander Engelsberger
358f27257d
[REFACTOR] Remove prototype_initializer function from GLVQ
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Fixes #9
2021-06-03 15:15:22 +02:00
Alexander Engelsberger
bda88149d4
[BUGFIX] Growing neural gas
2021-06-03 15:13:38 +02:00
Alexander Engelsberger
7379c61966
[BUGFIX] Fix image visualization for some parameter combination
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image visualization was broken if add_embeding was False, but data visualization was on.
2021-06-03 15:12:51 +02:00
Alexander Engelsberger
e209bf73d5
[BUGFIX] Pruning example works on GPU now
2021-06-03 14:35:24 +02:00
Alexander Engelsberger
1b09b1d57b
[BUGFIX] Probabilistic Models work on GPU now
2021-06-03 14:05:44 +02:00
Alexander Engelsberger
459f7c24be
[REFACTOR] Probabilistic loss signs changed
2021-06-03 14:00:47 +02:00
Alexander Engelsberger
5918f1cc21
[BUGFIX] CLI example documentation improved
2021-06-03 13:47:20 +02:00
