prototorch_models/prototorch/models/__init__.py

"""`models` plugin for the `prototorch` package."""

from importlib.metadata import PackageNotFoundError, version

from .callbacks import PrototypeConvergence, PruneLoserPrototypes
from .cbc import CBC, ImageCBC
from .glvq import (GLVQ, GLVQ1, GLVQ21, GMLVQ, GRLVQ, LGMLVQ, LVQMLN,
                   ImageGLVQ, ImageGMLVQ, SiameseGLVQ, SiameseGMLVQ)
from .knn import KNN
from .lvq import LVQ1, LVQ21, MedianLVQ
from .probabilistic import CELVQ, PLVQ, RSLVQ, SLVQ
from .unsupervised import GrowingNeuralGas, HeskesSOM, KohonenSOM, NeuralGas
from .vis import *

__version__ = "0.1.7"
Add Local-Matrix LVQ Also remove the use of `self.distance_fn` in favor of `self.distance_layer`. 2021-06-01 21:44:16 +00:00			"""`models` plugin for the `prototorch` package."""

Automatic Formating. 2021-04-23 15:27:47 +00:00			`from importlib.metadata import PackageNotFoundError, version`
Initial commit 2021-04-21 11:13:28 +00:00
[BUGFIX] Early stopping example works now 2021-06-03 11:38:16 +00:00			`from .callbacks import PrototypeConvergence, PruneLoserPrototypes`
Update models namespace 2021-05-21 11:11:59 +00:00			`from .cbc import CBC, ImageCBC`
[FEATURE] Add PLVQ model 2021-06-08 13:01:08 +00:00			`from .glvq import (GLVQ, GLVQ1, GLVQ21, GMLVQ, GRLVQ, LGMLVQ, LVQMLN,`
			`ImageGLVQ, ImageGMLVQ, SiameseGLVQ, SiameseGMLVQ)`
[REFACTOR] Major cleanup 2021-06-04 20:20:32 +00:00			`from .knn import KNN`
Refactor non-gradient-lvq models into lvq.py 2021-05-25 18:37:34 +00:00			`from .lvq import LVQ1, LVQ21, MedianLVQ`
[FEATURE] Add PLVQ model 2021-06-08 13:01:08 +00:00			`from .probabilistic import CELVQ, PLVQ, RSLVQ, SLVQ`
[WIP] Add SOM 2021-06-07 16:44:15 +00:00			`from .unsupervised import GrowingNeuralGas, HeskesSOM, KohonenSOM, NeuralGas`
Add models to the prototorch.models namespace 2021-05-07 13:23:52 +00:00			`from .vis import *`

Bump version: 0.1.6 → 0.1.7 2021-05-11 15:18:29 +00:00			`__version__ = "0.1.7"`