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Author SHA1 Message Date
Jensun Ravichandran
8200e1d3d8 [FEATURE] Allow initialized_components to be a dataset 2021-06-04 22:13:36 +02:00
Jensun Ravichandran
729b20e9ab [FEATURE] Add scale to random initializer 2021-06-03 16:35:44 +02:00
Alexander Engelsberger
ca8ac7a43b [REFACTOR] Probabilistic losses 2021-06-03 14:01:13 +02:00
Alexander Engelsberger
b724a28a6f [BUGFIX] Stratified functions work on GPU now 2021-06-03 13:19:26 +02:00
Jensun Ravichandran
1e0a8392a2 [QA] Fix for "redefined-builtin" (W0622) 2021-06-02 00:07:44 +02:00
Jensun Ravichandran
2eb7b05653 [FEATURE] Add wrappers for more sklearn datasets 2021-06-01 23:33:51 +02:00
Jensun Ravichandran
d8a0b2dfcc Minor tweaks 2021-06-01 23:28:01 +02:00
Jensun Ravichandran
2a7394b593 [QA] Remove commented-out torch.jit.script decorators 2021-06-01 19:46:21 +02:00
Jensun Ravichandran
b1e64c8b8b [QA] Remove utils.py 2021-06-01 19:41:48 +02:00
Jensun Ravichandran
70cf17607e [BUGFIX] Fix broken _precheck_initializer 2021-06-01 19:41:21 +02:00
Jensun Ravichandran
b1568a550a [QA] Fix for "no-self-use" (R0201) 2021-06-01 19:26:05 +02:00
Jensun Ravichandran
e8e803e8ef [QA] Fix for "dangerous-default-value" (W0102) 2021-06-01 19:24:00 +02:00
Jensun Ravichandran
2c453265fe [QA] Remove duplicate headings 2021-06-01 19:18:37 +02:00
Jensun Ravichandran
7336d35fee [QA] Fix "dangerous-default-value" (W0102) 2021-06-01 19:15:06 +02:00
Jensun Ravichandran
bc18952c05 [QA] Fix "dangerous-default-value" (W0102) 2021-06-01 19:10:53 +02:00
Jensun Ravichandran
8e8d0b9c2c [QA] Fix "list-item-bullet-indent" 2021-06-01 19:08:37 +02:00
Jensun Ravichandran
5a7da2b40b [QA] Fix for "no-value-for-parameter" (E1120) 2021-06-01 19:03:57 +02:00
Jensun Ravichandran
b6d38f442b [QA] Remove trailing whitespace 2021-06-01 19:01:20 +02:00
Jensun Ravichandran
8e8851d962 Dynamically remove components 2021-06-01 18:45:47 +02:00
Jensun Ravichandran
27b43b06a7 Rename functions/transform.py -> functions/transforms.py 2021-06-01 17:43:23 +02:00
Jensun Ravichandran
ff69eb1256 Tecator.data is a Tensor and Tecator.targets is a LongTensor 2021-06-01 17:28:37 +02:00
Alexander Engelsberger
4ca581909a [FEATURE] Change NumpyDataset.data to torch.Tensor 2021-06-01 17:17:42 +02:00
Alexander Engelsberger
2722d976f5 [WIP] Add Growing Neural Gas Energy 2021-06-01 17:16:26 +02:00
Jensun Ravichandran
946cda00d2 Add more competition functions 2021-06-01 12:37:21 +02:00
Jensun Ravichandran
8227525c82 Add LambdaLayer 2021-05-31 16:47:20 +02:00
Jensun Ravichandran
e61ae73749 Make components dynamic 2021-05-31 00:31:40 +02:00
Alexander Engelsberger
040d1ee9e8 Add probabilistic losses 
Based on Soft LVQ paper by Seo and Obermayer
 2021-05-28 20:38:50 +02:00
Alexander Engelsberger
7f0da894fa Add transformation from distances into gaussian distribution 2021-05-28 16:50:04 +02:00
Alexander Engelsberger
62726df278 Add stratified sum as competition 
For example used in RSLVQ
 2021-05-28 16:49:39 +02:00
Alexander Engelsberger
0ba09db6fe Bump version: 0.4.5 → 0.5.0 2021-05-28 16:17:49 +02:00
Alexander Engelsberger
87334c11e6 Remove Prototypes1D and its tests 2021-05-28 16:17:49 +02:00
Alexander Engelsberger
40ef3aeda2 Remove usage of Prototype1D 
Update Iris example to new component API
Update Tecator example to new component API
Update LGMLVQ example to new component API
Update GTLVQ to new component API
 2021-05-28 16:17:40 +02:00
Christoph
94fe4435a8 Bump version: 0.4.4 → 0.4.5 2021-05-27 09:58:25 +02:00
Alexander Engelsberger
c204bc8e1f integrate reviews from ChristophRaab:master 2021-05-27 09:43:02 +02:00
Alexander Engelsberger
00615ae837 refactored gtlvq from ChristophRaab:master 2021-05-27 09:40:42 +02:00
Jensun Ravichandran
9f5f0d12dd [BUGFIX] Parse dictionary distribution appropirately 2021-05-25 20:52:39 +02:00
Jensun Ravichandran
8a291f7bfb Overload distribution argument in component initializers 
The component initializers behave differently based on the type of the
`distribution` argument. If it is a Python
[list](https://docs.python.org/3/tutorial/datastructures.html), it is assumed
that there are as many entries in this list as there are classes, and the number
at each location of this list describes the number of prototypes to be used for
that particular class. So, `[1, 1, 1]` implies that we have three classes with
one prototype per class. If it is a Python
[tuple](https://docs.python.org/3/tutorial/datastructures.html), it a shorthand
of `(num_classes, prototypes_per_class)` is assumed. If it is a Python
[dictionary](https://docs.python.org/3/tutorial/datastructures.html), the
key-value pairs describe the class label and the number of prototypes for that
class respectively. So, `{0: 2, 1: 2, 2: 2}` implies that we have three classes
with labels `{1, 2, 3}`, each equipped with two prototypes.
 2021-05-25 20:05:29 +02:00
Alexander Engelsberger
21e3e3b82d Cache pip in CI 2021-05-25 16:43:48 +02:00
Alexander Engelsberger
a6bd6e130a Add subpackages into prototorch namespace. 2021-05-25 16:40:53 +02:00
Alexander Engelsberger
fcdfa52892 Ignore artiifacts folder 2021-05-25 16:40:34 +02:00
Alexander Engelsberger
73e6fe384e Use 'num_' in all variable names 2021-05-25 15:57:05 +02:00
Alexander Engelsberger
aff7a385a3 Use dict for distribution 
This change allows the use of LightningCLI.
 2021-05-21 17:10:02 +02:00
Jensun Ravichandran
1e23ba05fa Add test_components 2021-05-21 16:22:02 +02:00
Alexander Engelsberger
ee30d4da5b [BUGFIX] Initializers can handle Dataloaders now 2021-05-21 16:00:20 +02:00
Alexander Engelsberger
14508f0600 [DOC] Small improvements 2021-05-21 15:59:44 +02:00
Jensun Ravichandran
e3f8828da4 Accept dataloaders for component initialization 2021-05-21 11:59:57 +02:00
Jensun Ravichandran
30adbf705c Update dependencies 2021-05-20 11:44:53 +02:00
Jensun Ravichandran
ee42fd68b1 NumpyDataset now has data and targets properties 2021-05-18 19:38:40 +02:00
Jensun Ravichandran
736d9a6349 Rename PositionAwareInitializer to DataAwareInitializer 
Also, add the aliases `Zeros` and `Ones`.
 2021-05-18 19:37:25 +02:00
Alexander Engelsberger
0055e15bc1 [DOC] Fix iris data dimension 2021-05-18 18:57:03 +02:00