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PyTorch & skorch: How to fix my nn.Module to work with skorch's GridSearchCV

score 1344 · Answer 1 · 2020-10-14T07:16:39.613000

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PyTorch & skorch: How to fix my nn.Module to work with skorch's GridSearchCV

1.3k views Asked by Leockl At 14 October 2020 at 07:16

score 205 · Answer 2 · 2020-12-09T09:24:29.933000

Output of cross_val_predict

205 views Asked by Xiao Zhao At 09 December 2020 at 09:24

score 2037 · Answer 3 · 2020-12-09T03:59:47.300000

Skorch RuntimeError: Input type (torch.cuda.ByteTensor) and weight type (torch.cuda.FloatTensor) should be the same

2k views Asked by mwpqz At 09 December 2020 at 03:59

score 160 · Answer 4 · 2022-04-22T12:44:58.830000

Optimization of CNN

160 views Asked by Totoro At 22 April 2022 at 12:44

score 466 · Answer 5 · 2022-05-05T13:22:04.683000

TypeError: forward() got an unexpected keyword argument 'baseline value'. How do I correctly load a saved model in Skorch?

466 views Asked by Jimmy K At 05 May 2022 at 13:22

score 1015 · Answer 6 · 2018-11-20T04:29:01.153000

Why Skorch show NAN in the every epoch?

1k views Asked by Wong At 20 November 2018 at 04:29

score 2005 · Answer 7 · 2020-09-08T06:51:22.367000

TypeError: If no scoring is specified, the estimator passed should have a 'score' method

2k views Asked by Orion At 08 September 2020 at 06:51

score 1391 · Answer 8 · 2022-03-28T20:09:14.287000

Getting TypeError: predict() got an unexpected keyword argument 'return_std' when trying to train a neural net regressor

1.3k views Asked by Rahil Mohan At 28 March 2022 at 20:09

score 172 · Answer 9 · 2022-06-12T10:06:14.317000

How to do GridSearchCV choose best_score in skorch

172 views Asked by Fhunmie At 12 June 2022 at 10:06

score 812 · Answer 10 · 2018-08-07T15:21:25.453000

Skorch training object from scratch

812 views Asked by legend855 At 07 August 2018 at 15:21

score 264 · Answer 11 · 2019-12-03T15:55:58.427000

How to predict a single image with Skorch?

264 views Asked by Timeno At 03 December 2019 at 15:55

score 21567 · Answer 12 · 2019-12-03T08:51:41.543000

why is my Neural Network stuck at high loss value after the first epochs

21.5k views Asked by basilisk At 03 December 2019 at 08:51

score 584 · Answer 13 · 2019-12-10T13:24:31.920000

what should I do if my regression model stuck at a high value loss?

584 views Asked by basilisk At 10 December 2019 at 13:24

score 527 · Answer 14 · 2021-07-08T14:41:51.237000

Skorch: How to plot training and validation Accuracy

527 views Asked by Kang Prayit At 08 July 2021 at 14:41

score 67 · Answer 15 · 2023-06-22T09:02:53.020000

skorch hyper-parameters grid search fails for classification task with probability vectors as labels (pytorch)

67 views Asked by Daniel Nudelman At 22 June 2023 at 09:02

score 121 · Answer 16 · 2023-07-12T18:11:09.720000

Why is Skorch GPBinaryClassifier so much slower than scikit-learn GaussianProcessClassifier?

121 views Asked by owenl At 12 July 2023 at 18:11

score 4374 · Answer 17 · 2019-03-14T07:16:53.360000

How to pass parameters to forward function of my torch nn.module from skorch.NeuralNetClassifier.fit()

4.3k views Asked by Bihan At 14 March 2019 at 07:16

score 777 · Answer 18 · 2021-04-08T12:47:49.797000

Multi-output regression using skorch & sklearn pipeline gives runtime error due to dtype

777 views Asked by Olivier_s_j At 08 April 2021 at 12:47

score 1064 · Answer 19 · 2018-06-21T12:38:22.963000

PyToch Skorch passing 3 dimensional input

1k views Asked by user5334993 At 21 June 2018 at 12:38

score 14179 · Answer 20 · 2020-05-29T06:34:15.510000

Skorch GridSearchCV: FitFailedWarning: Estimator fit failed. The score on this train-test partition for these parameters will be set to nan

14.1k views Asked by Bruno At 29 May 2020 at 06:34

TechQA.

List Question

PyTorch & skorch: How to fix my nn.Module to work with skorch's GridSearchCV

Output of cross_val_predict

Skorch RuntimeError: Input type (torch.cuda.ByteTensor) and weight type (torch.cuda.FloatTensor) should be the same

Optimization of CNN

TypeError: forward() got an unexpected keyword argument 'baseline value'. How do I correctly load a saved model in Skorch?

Why Skorch show NAN in the every epoch?

TypeError: If no scoring is specified, the estimator passed should have a 'score' method

Getting TypeError: predict() got an unexpected keyword argument 'return_std' when trying to train a neural net regressor

How to do GridSearchCV choose best_score in skorch

Skorch training object from scratch

How to predict a single image with Skorch?

why is my Neural Network stuck at high loss value after the first epochs

what should I do if my regression model stuck at a high value loss?

Skorch: How to plot training and validation Accuracy

skorch hyper-parameters grid search fails for classification task with probability vectors as labels (pytorch)

Why is Skorch GPBinaryClassifier so much slower than scikit-learn GaussianProcessClassifier?

How to pass parameters to forward function of my torch nn.module from skorch.NeuralNetClassifier.fit()

Multi-output regression using skorch & sklearn pipeline gives runtime error due to dtype

PyToch Skorch passing 3 dimensional input

Skorch GridSearchCV: FitFailedWarning: Estimator fit failed. The score on this train-test partition for these parameters will be set to nan

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