Alexander Engelsberger
e0b92e9ac2
chore: move mixins to seperate file
2022-05-17 16:19:47 +02:00
Alexander Engelsberger
c00513ae0d
chore: minor updates and version updates
2022-05-17 12:00:52 +02:00
Alexander Engelsberger
bccef8bef0
chore: replace relative imports
2022-05-16 11:12:53 +02:00
Alexander Engelsberger
5911f4dd90
chore: fix errors for pytorch_lightning>1.6
2022-04-27 09:25:42 +02:00
Jensun Ravichandran
9c90c902dc
fix: correct typo
2022-04-04 21:54:04 +02:00
Alexander Engelsberger
41f0e77fc9
fix: siameseGLVQ checks requires_grad of backbone
...
Necessary for different optimizer runs
2022-03-29 17:08:40 +02:00
Jensun Ravichandran
fab786a07e
fix: rename hparam output_dim → latent_dim in SiameseGMLVQ
2022-03-29 15:24:42 +02:00
Jensun Ravichandran
15e7232747
fix: ignore prototype_win_ratios by loading with strict=False
2022-02-02 21:52:01 +01:00
Alexander Engelsberger
d5855dbe97
fix: GLVQ can now be restored from checkpoint
2022-02-02 16:17:11 +01:00
Alexander Engelsberger
1a17193b35
ci: add github actions ( #16 )
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* chore: update pre-commit versions
* ci: remove old configurations
* ci: copy workflow from prototorch
* ci: run precommit for all files
* ci: add examples CPU test
* ci(test): failing example test
* ci: fix workflow definition
* ci(test): repeat failing example test
* ci: fix workflow definition
* ci(test): repeat failing example test II
* ci: fix test command
* ci: cleanup example test
* ci: remove travis badge
2022-01-11 18:28:50 +01:00
Christoph
a9edf06507
feat: ImageGTLVQ and SiameseGTLVQ with examples
2021-11-15 11:43:39 +01:00
Christoph
d3bb430104
feat: gtlvq with examples
2021-11-15 11:43:39 +01:00
Jensun Ravichandran
fa928afe2c
feat(vis): 2D EV projection for GMLVQ
2021-09-01 10:49:57 +02:00
Alexander Engelsberger
7b93cd4ad5
feat(compatibility): Python3.6 compatibility
2021-08-30 20:32:40 +02:00
Alexander Engelsberger
0af8cf36f8
fix: labels where on cpu in forward pass
2021-08-05 09:14:32 +02:00
Jensun Ravichandran
9d38123114
refactor: use GLVQLoss instead of LossLayer
2021-07-06 17:09:21 +02:00
Alexander Engelsberger
7b9b767113
fix: training loss is a zero dimensional tensor
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Should fix the problem with EarlyStopping callback.
2021-06-25 17:07:06 +02:00
Jensun Ravichandran
72af03b991
refactor: use LinearTransform instead of torch.nn.Linear
2021-06-25 17:07:06 +02:00
Jensun Ravichandran
d42693a441
refactor(api)!: merge the new api changes into dev
2021-06-20 19:00:12 +02:00
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
Alexander Engelsberger
8956ee75ad
test(githooks): Add githooks for automatic commit checks
2021-06-16 16:16:34 +02:00
Jensun Ravichandran
a37095409b
[BUGFIX] examples/cbc_iris.py works again
2021-06-15 15:59:47 +02:00
Jensun Ravichandran
68034d56f6
[BUGFIX] examples/glvq_iris.py works again
2021-06-14 20:13:25 +02:00
Jensun Ravichandran
69e5ff3243
Import from the newly cleaned-up prototorch namespace
2021-06-14 20:08:08 +02:00
Jensun Ravichandran
d558fa6a4a
[REFACTOR] Clean up GLVQ-types
2021-06-07 17:00:38 +02:00
Jensun Ravichandran
016fcb4060
[REFACTOR] Major cleanup
2021-06-04 22:20:32 +02:00
Jensun Ravichandran
42d974e08c
No implicit learning rate scheduling
2021-06-04 15:55:06 +02:00
Alexander Engelsberger
47db1965ee
[BUGFIX] GNG Example
2021-06-03 15:42:54 +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
e209bf73d5
[BUGFIX] Pruning example works on GPU now
2021-06-03 14:35:24 +02:00
Jensun Ravichandran
8f7deb75dd
[FEATURE] Log prototype win ratios over all training batches
2021-06-02 02:32:54 +02:00
Jensun Ravichandran
757f4e980d
Add Local-Matrix LVQ
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Also remove the use of `self.distance_fn` in favor of `self.distance_layer`.
2021-06-01 23:44:16 +02:00
Jensun Ravichandran
27eccf44d4
Use LambdaLayer from ProtoTorch
2021-05-31 16:53:04 +02:00
Alexander Engelsberger
2a218c0ede
Add example for dynamic components in callbacks
2021-05-31 11:39:24 +02:00
Alexander Engelsberger
db064b5af1
Improvement of model __repr__
2021-05-31 11:19:06 +02:00
Alexander Engelsberger
0ac4ced85d
[refactor] Use functional variant of accuracy
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Prevents Accuracy in `__repr__` of the models.
2021-05-31 11:12:27 +02:00
Jensun Ravichandran
cd73f6c427
Add examples/dynamic_components.py
2021-05-31 00:32:27 +02:00
Jensun Ravichandran
b7edee02c3
[WIP] Add CELVQ
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TODO Ensure that the distances/probs corresponding to the plabels are sorted
like the target labels.
2021-05-27 17:40:16 +02:00
Jensun Ravichandran
d411e52be4
Refactor non-gradient-lvq models into lvq.py
2021-05-25 20:37:34 +02:00
Jensun Ravichandran
139109804f
[BUGFIX] Use _forward in LVQ1 and LVQ21
2021-05-25 17:43:37 +02:00
Alexander Engelsberger
8ce18f83ce
Add prototype_initializer function to GLVQ
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This allows overwriting it inside subclasses.
2021-05-21 17:13:10 +02:00
Alexander Engelsberger
7b4f7d84e0
Update Documentation
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Clean up project
2021-05-21 15:42:45 +02:00
Jensun Ravichandran
a5e086ce0d
Refactor code
2021-05-21 13:33:57 +02:00
Jensun Ravichandran
88a34a06ef
[WIP] Update CBC implementation to use SiameseGLVQ
2021-05-20 17:36:00 +02:00
Jensun Ravichandran
df061cc2ff
Refactor code
2021-05-20 14:40:02 +02:00
Alexander Engelsberger
969fb34cc3
Accumulate test loss
2021-05-20 14:20:23 +02:00
Alexander Engelsberger
0204f5eab6
Log test accuracy.
2021-05-20 14:03:31 +02:00
Alexander Engelsberger
b7fc5df386
Log test loss.
2021-05-20 13:47:20 +02:00
Alexander Engelsberger
faf1a88f99
[Bugfix] Remove optimzer_idx from validation and test.
2021-05-20 13:17:27 +02:00
Jensun Ravichandran
5ffbd43a7c
Refactor into shared_step
2021-05-19 16:57:51 +02:00
