Jensun Ravichandran
ef6bcc1079
[BUG] Early stopping does not seem to work
...
The early stopping callback does not work as expected, and crashes at the end of
max_epochs with:
```
~/miniconda3/envs/py38/lib/python3.8/site-packages/pytorch_lightning/trainer/callback_hook.py in on_train_end(self)
155 """Called when the train ends."""
156 for callback in self.callbacks:
--> 157 callback.on_train_end(self, self.lightning_module)
158
159 def on_pretrain_routine_start(self) -> None:
~/work/repos/prototorch_models/prototorch/models/callbacks.py in on_train_end(self, trainer, pl_module)
18 def on_train_end(self, trainer, pl_module):
19 # instead, do it at the end of training loop
---> 20 self._run_early_stopping_check(trainer, pl_module)
21
22
TypeError: _run_early_stopping_check() takes 2 positional arguments but 3 were given
```
2021-06-02 12:44:34 +02:00
Jensun Ravichandran
bdacc83185
[REFACTOR] Update examples/dynamic_pruning.py
2021-06-02 03:53:21 +02:00
Jensun Ravichandran
8851d1bbc9
[FEATURE] Add PruneLoserPrototypes Callback
2021-06-02 03:52:41 +02:00
Jensun Ravichandran
a3f5d7d113
Update docstring
2021-06-02 02:40:29 +02:00
Jensun Ravichandran
b2009bb563
[FEATURE] Add example to showcase dynamic pruning of prototypes
2021-06-02 02:36:37 +02:00
Jensun Ravichandran
398431e7ea
Remove examples/dynamic_components.py
2021-06-02 02:35:45 +02:00
Jensun Ravichandran
8f7deb75dd
[FEATURE] Log prototype win ratios over all training batches
2021-06-02 02:32:54 +02:00
Jensun Ravichandran
7743c50725
Tweak repr
2021-06-02 01:07:48 +02:00
Jensun Ravichandran
fcf3a4979c
Remove unused import
2021-06-02 00:49:36 +02:00
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
9eb6476078
[BUG] Training unstable in examples/gng_iris.py
2021-06-02 00:21:42 +02:00
Jensun Ravichandran
98c198d463
[REFACTOR] Use LambdaLayer instead of EuclideanDistance
2021-06-02 00:21:11 +02:00
Jensun Ravichandran
ef4d70eee0
Update readme
2021-06-02 00:03:35 +02:00
Jensun Ravichandran
7e241ff7d8
[WIP] Update examples/liramlvq_tecator.py
2021-06-02 00:02:31 +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
930f84d3c7
Remove examples/gmlvq_iris.py
2021-06-01 23:40:15 +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
8f4d66edf1
[Bugfix] Fix classcount in LIRAMLVQ example
2021-05-31 11:48:23 +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
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
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
41b2a2f496
Add model tree to documentation.
2021-05-26 21:29:37 +02:00
Alexander Engelsberger
66e3e51a52
Add references to the documentation.
2021-05-26 21:20:17 +02:00
Alexander Engelsberger
0c1f7a4772
[BUGFIX] Update paths in documentaion for LVQ
2021-05-26 16:19:10 +02:00
Alexander Engelsberger
663eb12ad7
Dummy test gets detected again
2021-05-25 22:03:38 +02:00
Jensun Ravichandran
3fa1fb54f1
Refactor tests
2021-05-25 21:28:05 +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
Jensun Ravichandran
d091dea6a1
Update tutorial
2021-05-25 20:54:07 +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
