Jensun Ravichandran
e9d2075fed
Sort imports in example scripts
2021-05-31 00:52:16 +02:00
Jensun Ravichandran
7b7bc3693d
Merge branch 'dev' of github.com:si-cim/prototorch_models into dev
2021-05-31 00:32:49 +02:00
Jensun Ravichandran
cd73f6c427
Add examples/dynamic_components.py
2021-05-31 00:32:27 +02:00
Alexander Engelsberger
e3392ee952
[refactor] DRY Probabilistic models
2021-05-28 17:13:06 +02:00
Alexander Engelsberger
dade502686
Add MNIST datamodule and training mixin factory.
2021-05-28 16:33:31 +02:00
Jensun Ravichandran
cc49f26b77
Remove normalization transform from cli example
2021-05-25 21:13:37 +02:00
Jensun Ravichandran
db965541fd
Update example
2021-05-25 20:57:54 +02:00
Alexander Engelsberger
32d6f95db0
Add RSLVQ and LikelihoodLVQ
2021-05-25 20:26:15 +02:00
Alexander Engelsberger
72e064338c
Use 'num_' in all variable names
2021-05-25 15:41:10 +02:00
Alexander Engelsberger
e7e6bf9173
Fix failing example
2021-05-21 18:54:47 +02:00
Alexander Engelsberger
2aa631f4e6
Improve example test script (with failing example)
2021-05-21 18:48:37 +02:00
Alexander Engelsberger
5b12629bd9
All examples use argparse
2021-05-21 17:55:55 +02:00
Alexander Engelsberger
b60db3174a
LightningCLI Example.
2021-05-21 17:13:15 +02:00
Jensun Ravichandran
88a34a06ef
[WIP] Update CBC implementation to use SiameseGLVQ
2021-05-20 17:36:00 +02:00
Jensun Ravichandran
49f9a12b5f
Update mnist example
2021-05-20 17:35:07 +02:00
Jensun Ravichandran
16dc3cf4eb
Update image visualization
2021-05-20 16:07:16 +02:00
Jensun Ravichandran
df061cc2ff
Refactor code
2021-05-20 14:40:02 +02:00
Jensun Ravichandran
fdf9443a2c
Add validation and test logic
2021-05-19 16:30:19 +02:00
Jensun Ravichandran
a14e3aa611
Add argparse to mnist example script
2021-05-18 10:17:51 +02:00
Jensun Ravichandran
00cdacf7ae
Fix example script
2021-05-18 10:15:38 +02:00
Jensun Ravichandran
538256dcb7
Small changes
2021-05-17 19:37:42 +02:00
Jensun Ravichandran
d812bb0620
Update examples
2021-05-17 17:03:37 +02:00
Jensun Ravichandran
ebc42a4aa8
Set gpus=0 in examples
2021-05-15 12:43:00 +02:00
Alexander Engelsberger
0eac2ce326
Examples use GPUs if available.
2021-05-13 15:22:01 +02:00
Jensun Ravichandran
ca39aa00d5
Stop passing component initializers as hparams
...
Pass the component initializer as an hparam slows down the script very much. The
API has now been changed to pass it as a kwarg to the models instead.
The example scripts have also been updated to reflect the new changes.
Also, ImageGMLVQ and an example script `gmlvq_mnist.py` that uses it have also
been added.
2021-05-12 16:36:22 +02:00
Jensun Ravichandran
59b8ab6643
Add knn
2021-05-11 17:22:02 +02:00
Jensun Ravichandran
2a4f184163
Update example scripts
2021-05-11 16:15:08 +02:00
Alexander Engelsberger
3fa6378c4d
Add LVQ1 and LVQ2.1 Models.
2021-05-11 13:26:13 +02:00
Jensun Ravichandran
49100f43f5
Example to save and reload a model
2021-05-10 14:30:02 +02:00
Jensun Ravichandran
7d2af9c0ae
Update LiRaMLVQ example script
2021-05-09 20:54:40 +02:00
Jensun Ravichandran
dd75fbfff8
Make cbc example reproducible
2021-05-07 15:46:09 +02:00
Jensun Ravichandran
728131e9db
Update example scripts
2021-05-07 15:25:04 +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
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
e44516fc49
Update example script
2021-04-29 19:25:08 +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
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
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
Jensun Ravichandran
fe36e5fad9
Add partial metric/hparam features [BROKEN STATE]
2021-04-21 19:16:57 +02:00
Jensun Ravichandran
5a1ef841d3
Update mnist example
2021-04-21 16:28:20 +02:00
Jensun Ravichandran
985cdd3120
Update example scripts
2021-04-21 15:52:42 +02:00
Jensun Ravichandran
7263dfed91
Add mnist example
2021-04-21 14:54:14 +02:00
Jensun Ravichandran
984840d262
Add iris example
2021-04-21 14:54:07 +02:00
