Jensun Ravichandran
ed03ab168e
[BUGFIX] Fix lambda_matrix property in GMLVQ
2021-05-10 14:09:25 +02:00
Jensun Ravichandran
c6e06ceaa4
Properly initialize prototypes in LVQMLN
2021-05-09 20:55:28 +02:00
Jensun Ravichandran
7a86bb19a8
Update readme
2021-05-09 20:55:07 +02:00
Jensun Ravichandran
7d2af9c0ae
Update LiRaMLVQ example script
2021-05-09 20:54:40 +02:00
Jensun Ravichandran
ca4c9da10a
Add the namespace hook for GMLVQ in the model class
2021-05-09 20:53:31 +02:00
Jensun Ravichandran
ff7a1e93d2
Refactor visualization callbacks
2021-05-09 20:53:03 +02:00
Jensun Ravichandran
dd75fbfff8
Make cbc example reproducible
2021-05-07 15:46:09 +02:00
Jensun Ravichandran
11b3e53ecb
Return prototypes as torch tensor
2021-05-07 15:45:37 +02:00
Jensun Ravichandran
63a5a98491
Update readme
2021-05-07 15:41:53 +02:00
Jensun Ravichandran
728131e9db
Update example scripts
2021-05-07 15:25:04 +02:00
Jensun Ravichandran
d7972a69e8
Update GMLVQ model
2021-05-07 15:24:47 +02:00
Jensun Ravichandran
17315ff242
Add models to the prototorch.models namespace
2021-05-07 15:23:52 +02:00
Jensun Ravichandran
5f937066bf
Move and improve visualization callbacks
2021-05-07 15:22:54 +02:00
Jensun Ravichandran
f2541acde9
Unclutter the examples folder
2021-05-07 15:21:35 +02:00
Jensun Ravichandran
e87663d10c
Make siamese example script reproducible
2021-05-07 13:07:30 +02:00
Jensun Ravichandran
1b9bcf21f6
Fix typo
2021-05-06 18:50:37 +02:00
Alexander Engelsberger
4bbe73e3a9
Add GRLVQ with examples.
2021-05-06 18:42:06 +02:00
Alexander Engelsberger
79e5eaa69a
Rename GMLVQ Example.
2021-05-06 18:41:50 +02:00
Alexander Engelsberger
3df282a0af
Increase visualization pause.
2021-05-06 18:41:33 +02:00
Alexander Engelsberger
5a2f4f6170
Revert deletion of training accuracy.
2021-05-06 18:02:01 +02:00
Alexander Engelsberger
1c3613019b
Update Examples to new initializer architecture.
...
Visualization still borken for some examples.
2021-05-06 14:10:09 +02:00
Jensun Ravichandran
d644114090
Add loss transfer function to glvq
2021-05-04 20:56:16 +02:00
Jensun Ravichandran
f402eea884
Add GMLVQ examples
2021-05-04 15:11:16 +02:00
Jensun Ravichandran
a1ac5a70c7
Use squared euclidean distance in GMLVQ
2021-05-04 14:34:00 +02:00
Jensun Ravichandran
d8e017ae74
Update SiameseGLVQ
2021-05-03 16:09:22 +02:00
Jensun Ravichandran
96aeaa3448
Add support for multiple optimizers
2021-05-03 13:20:49 +02:00
Jensun Ravichandran
042b3fcaa2
Add tensorboard argument to visualization callbacks
2021-05-03 13:19:23 +02:00
Jensun Ravichandran
6dd9b1492c
Add more models
2021-04-29 23:37:22 +02:00
Jensun Ravichandran
db7bb7619f
Add border argument in visualization callback
2021-04-29 22:36:10 +02:00
Jensun Ravichandran
e44516fc49
Update example script
2021-04-29 19:25:08 +02:00
Jensun Ravichandran
ccaa52c408
Add missing abstract.py file
2021-04-29 19:14:33 +02:00
Jensun Ravichandran
fef73e2fbf
[BUG] NaN when training with selection initializer
...
How to reproduce:
Run the `glvq_spiral.py` file under `examples/`.
The error seems to occur when using a lot of prototypes in combination with the
`StratifiedSelectionInitializer`. Using only a prototype per class, or using
another initializer like the `StratifiedMeanInitializer` seems to make the
problem go away.
2021-04-29 19:09:10 +02:00
Jensun Ravichandran
8bad54fc2d
Small fix on example script
2021-04-29 17:11:06 +02:00
Jensun Ravichandran
a16bebd0c4
Use Components instead of Prototypes and refactor old examples
2021-04-29 17:05:41 +02:00
Alexander Engelsberger
eeb684b3b6
GLVQ with configurable distance.
2021-04-27 15:41:44 +02:00
Jensun Ravichandran
1fb197077c
Add siamese glvq
2021-04-27 14:35:17 +02:00
Jensun Ravichandran
8d57f69c9e
Fix bug in visualization callback
2021-04-27 12:49:04 +02:00
Jensun Ravichandran
3148684812
Fix glvq mnist example script
2021-04-23 17:49:29 +02:00
Jensun Ravichandran
688f09ca23
Am I really the only one with OCD?
2021-04-23 17:41:29 +02:00
Jensun Ravichandran
281009ce82
Fix typo
2021-04-23 17:38:29 +02:00
Alexander Engelsberger
466bbe4c63
Add Neural Gas Model.
2021-04-23 17:30:23 +02:00
Alexander Engelsberger
fd12b18073
Add visualization callback from Protoflow.
2021-04-23 17:28:03 +02:00
Alexander Engelsberger
c4c51a16fe
Automatic Formating.
2021-04-23 17:27:47 +02:00
Alexander Engelsberger
db4499a103
Add more CBC examples. MNIST is broken.
2021-04-22 17:37:20 +02:00
Jensun Ravichandran
2e2f6707f6
Add partial cbc implementation
2021-04-22 16:01:44 +02:00
Jensun Ravichandran
55cf9b4a39
Add working glvq script as glvq_iris_v1.py
2021-04-22 12:04:56 +02:00
Jensun Ravichandran
03c5160495
Training on checkpointed model fails [BROKEN]
2021-04-22 11:56:54 +02:00
Jensun Ravichandran
d0d69f610e
Show accuracy in the progress bar
2021-04-21 22:28:36 +02:00
Jensun Ravichandran
fadf8c25bf
Add more experimental changes
...
The code gets very messy very quickly as soon as serialization features are
needed.
2021-04-21 21:59:19 +02:00
Jensun Ravichandran
e5a62bd0fc
Fix broken state from previous commit
2021-04-21 21:35:52 +02:00
