Jensun Ravichandran
d46fe4a393
[WIP] Update CBC example
2021-06-02 00:45:33 +02:00
Jensun Ravichandran
88cfd5762e
Remove unused imports in models/cbc.py
2021-06-02 00:44:35 +02:00
Jensun Ravichandran
aa42b9e331
[BUGFIX] Import missing module
...
models/unsupervised.py uses `pt` in line 37, but `pt` is undefined in the file.
I wonder why Python doesn't complain about this. Perhaps because unsupervised.py
is never run in isolation and `pt` is otherwise available in the namespace of
the example scripts that use unsupervised.py.
2021-06-02 00:31:57 +02:00
Jensun Ravichandran
91b57b01b1
[REFACTOR] neighbour -> neighbor
2021-06-02 00:29:45 +02:00
Jensun Ravichandran
98c198d463
[REFACTOR] Use LambdaLayer instead of EuclideanDistance
2021-06-02 00:21:11 +02:00
Jensun Ravichandran
757f4e980d
Add Local-Matrix LVQ
...
Also remove the use of `self.distance_fn` in favor of `self.distance_layer`.
2021-06-01 23:44:16 +02:00
Jensun Ravichandran
5ec2dd47cd
Remove unused import
2021-06-01 23:40:56 +02:00
Jensun Ravichandran
e8cd4d765c
Remove unused variable
2021-06-01 23:39:39 +02:00
Jensun Ravichandran
8403b01081
Move CELVQ to probabilistic.py
2021-06-01 23:39:06 +02:00
Jensun Ravichandran
aff6aedd60
Use the add_components API for adding prototypes
2021-06-01 23:37:45 +02:00
Jensun Ravichandran
1b6843dbbb
Remove unused imports
2021-06-01 19:31:03 +02:00
Jensun Ravichandran
21023a88d7
[BUGFIX] Fix RSLVQ
2021-06-01 17:44:10 +02:00
Alexander Engelsberger
9c1a41997b
[FEATURE] Add Growing Neural Gas
2021-06-01 17:19:43 +02:00
Jensun Ravichandran
1636c84778
Rename rslvq example
2021-05-31 17:56:45 +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
...
Prevents Accuracy in `__repr__` of the models.
2021-05-31 11:12:27 +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
a60337ff27
[refactor] Move probabilistic to Prototorch
2021-05-28 20:39:32 +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
b7edee02c3
[WIP] Add CELVQ
...
TODO Ensure that the distances/probs corresponding to the plabels are sorted
like the target labels.
2021-05-27 17:40:16 +02:00
Alexander Engelsberger
66e3e51a52
Add references to the documentation.
2021-05-26 21:20:17 +02:00
Jensun Ravichandran
d411e52be4
Refactor non-gradient-lvq models into lvq.py
2021-05-25 20:37:34 +02:00
Alexander Engelsberger
32d6f95db0
Add RSLVQ and LikelihoodLVQ
2021-05-25 20:26:15 +02:00
Jensun Ravichandran
139109804f
[BUGFIX] Use _forward in LVQ1 and LVQ21
2021-05-25 17:43:37 +02:00
Alexander Engelsberger
72e064338c
Use 'num_' in all variable names
2021-05-25 15:41:10 +02:00
Alexander Engelsberger
8ce18f83ce
Add prototype_initializer function to GLVQ
...
This allows overwriting it inside subclasses.
2021-05-21 17:13:10 +02:00
Alexander Engelsberger
7b4f7d84e0
Update Documentation
...
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
0611f81aba
Update models namespace
2021-05-21 13:11:59 +02:00
Jensun Ravichandran
a9382dcd9b
Add get_prototype_grid method
2021-05-21 13:11:48 +02:00
Jensun Ravichandran
0933a88a1b
Fix ImageCBC bug
2021-05-21 13:11:36 +02:00
Jensun Ravichandran
88a34a06ef
[WIP] Update CBC implementation to use SiameseGLVQ
2021-05-20 17:36:00 +02:00
Jensun Ravichandran
de63eaf15a
Fix numpy issue in vis.py
2021-05-20 17:33:19 +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
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
Jensun Ravichandran
fdf9443a2c
Add validation and test logic
2021-05-19 16:30:19 +02:00
Jensun Ravichandran
eefec19c9b
Custom non-gradient training
2021-05-18 19:49:16 +02:00
Jensun Ravichandran
4957e821f6
Close matplotlib figure on train end
2021-05-18 10:13:22 +02:00
Jensun Ravichandran
81346785bd
Cleanup models
...
Siamese architectures no longer accept a `backbone_module`. They have to be
initialized with an pre-initialized backbone object instead. This is so that the
visualization callbacks could use the very same object for visualization
purposes. Also, there's no longer a dependent copy of the backbone. It is
managed simply with `requires_grad` instead.
2021-05-17 17:00:23 +02:00
Jensun Ravichandran
7a87636ad7
Update KNN
2021-05-17 16:59:35 +02:00
Jensun Ravichandran
77b7b59bad
Clean visualization callbacks
2021-05-17 16:59:22 +02:00
