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Author SHA1 Message Date
Alexander Engelsberger
2aa631f4e6 Improve example test script (with failing example) 2021-05-21 18:48:37 +02:00
Alexander Engelsberger
c6992da123 Travis didn't use the dev branch 2021-05-21 18:35:00 +02:00
Alexander Engelsberger
dcbd0c1e5c Travis didn't use the dev branch 2021-05-21 18:30:10 +02:00
Alexander Engelsberger
b8bca71206 [Travis] Use dev branch of prototorch for tests. 2021-05-21 18:22:29 +02:00
Alexander Engelsberger
419eca46af Add example test script 2021-05-21 18:16:17 +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
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
49f9a12b5f Update mnist example 2021-05-20 17:35:07 +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
7700bb7f8d [DOC] Ignore Sphinx warnings until prototorch is bumped 
readthedocs build fails because of missing function (`get_flat`) that's not
available via PyPI yet (See
https://readthedocs.org/projects/prototorch-models/builds/13795474/). The
temporary solution until this becomes available is therefore to ignore it and
build the rest of the docs.
 2021-05-18 20:08:14 +02:00
Jensun Ravichandran
eefec19c9b Custom non-gradient training 2021-05-18 19:49:16 +02:00
Jensun Ravichandran
246719b837 [DOC] Add tutorial 2021-05-18 19:41:58 +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
4957e821f6 Close matplotlib figure on train end 2021-05-18 10:13:22 +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
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
Jensun Ravichandran
6e7d80be88 [BUGFIX] Fix siamese visualization callback 2021-05-15 12:52:44 +02:00
Jensun Ravichandran
b7684ae512 predict_latent no longer returns numpy 2021-05-15 12:52:16 +02:00
Jensun Ravichandran
ebc42a4aa8 Set gpus=0 in examples 2021-05-15 12:43:00 +02:00
Jensun Ravichandran
c639836537
Update README.md 2021-05-14 22:19:57 +02:00
Jensun Ravichandran
d36d685115 Add links 2021-05-14 12:58:38 +02:00
Alexander Engelsberger
b341096757 Add basic documentation files. 2021-05-13 15:22:32 +02:00
Alexander Engelsberger
0eac2ce326 Examples use GPUs if available. 2021-05-13 15:22:01 +02:00
Jensun Ravichandran
8f9c29bd2b [BUGFIX] Remove incorrect import statement 2021-05-12 16:45:01 +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
Alexander Engelsberger
1498c4bde5 Bump version: 0.1.6 → 0.1.7 2021-05-11 17:18:29 +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
Jensun Ravichandran
265e74dd31 Require prototorch>=0.4.2 2021-05-11 16:14:47 +02:00
Jensun Ravichandran
daad018a78 Update readme 2021-05-11 16:14:23 +02:00
Jensun Ravichandran
eab1ec72c2 Change optimizer using kwargs 2021-05-11 16:13:00 +02:00