CSMPN--Cross-Supervised Multisource Prototypical Network

Pytorch Code for our paper 'Cross-Supervised Multisource Prototypical Network：A novel domain adaptation method for multi-source few-shot fault diagnosis'

Programming Environment

Python 3.7

Pytorch 1.12.0

Numpy 1.11.3

pandas 1.3.5

sk-learn 1.0.2

How to use

Please review the file 'Code description.txt'

Contact

If you have any questions about the codes, please contact us:1627306233@qq.com

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
.gitignore		.gitignore
Code description.txt		Code description.txt
Discriminator_train.py		Discriminator_train.py
LICENSE		LICENSE
Loss.py		Loss.py
Pre_train.py		Pre_train.py
README.md		README.md
Train1.py		Train1.py
Train2.py		Train2.py
Weight_compute.py		Weight_compute.py
feature_output_ind1_train.py		feature_output_ind1_train.py
feature_output_ind2_train.py		feature_output_ind2_train.py
feature_output_joint_train.py		feature_output_joint_train.py
model.py		model.py
model_test.py		model_test.py
mutual_learning.py		mutual_learning.py
pseudo_label_selection_ind1.py		pseudo_label_selection_ind1.py
pseudo_label_selection_ind2.py		pseudo_label_selection_ind2.py
pseudo_label_selection_joint.py		pseudo_label_selection_joint.py
save_target_high_low_confidence.py		save_target_high_low_confidence.py

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