prototorch_models/prototorch/models/__init__.py

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

from .callbacks import PrototypeConvergence, PruneLoserPrototypes
from .cbc import CBC, ImageCBC
from .glvq import (
    GLVQ,
    GLVQ1,
    GLVQ21,
    GMLVQ,
    GRLVQ,
    GTLVQ,
    LGMLVQ,
    LVQMLN,
    ImageGLVQ,
    ImageGMLVQ,
    ImageGTLVQ,
    SiameseGLVQ,
    SiameseGMLVQ,
    SiameseGTLVQ,
)
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__ = "0.3.0"
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."""

[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`
Import from the newly cleaned-up prototorch namespace 2021-06-14 18:08:08 +00:00			`from .glvq import (`
			`GLVQ,`
			`GLVQ1,`
			`GLVQ21,`
			`GMLVQ,`
			`GRLVQ,`
feat: gtlvq with examples 2021-11-10 17:04:24 +00:00			`GTLVQ,`
Import from the newly cleaned-up prototorch namespace 2021-06-14 18:08:08 +00:00			`LGMLVQ,`
			`LVQMLN,`
			`ImageGLVQ,`
			`ImageGMLVQ,`
feat: ImageGTLVQ and SiameseGTLVQ with examples 2021-11-15 08:50:33 +00:00			`ImageGTLVQ,`
Import from the newly cleaned-up prototorch namespace 2021-06-14 18:08:08 +00:00			`SiameseGLVQ,`
			`SiameseGMLVQ,`
feat: ImageGTLVQ and SiameseGTLVQ with examples 2021-11-15 08:50:33 +00:00			`SiameseGTLVQ,`
Import from the newly cleaned-up prototorch namespace 2021-06-14 18:08:08 +00:00			`)`
[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 *`

build: bump version 0.2.0 → 0.3.0 2021-08-30 18:50:03 +00:00			`__version__ = "0.3.0"`