qordmlwls/open_world_semi-supervised_learning

openworld semi-supervised learning

• This project is for testing semi-supervised learning of text
• The research process can be seen here: https://joyous-snout-4cc.notion.site/Classification-Classify-Garbage-documents-using-Open-world-Semi-Supervised-Learning-4226a881f8ad46d195a9b36f0de0e0d9

Structure

• [input]

  • you need dataset whick is multiclass case(data is not provided)

• [lightning_logs]

  • save trained model

• [modules]

  • ossl_classification.py -> train moedel module
  • SNS_content_text_one_module_for_garbage_ossl.py -> predict model modult

• [test] :

  • test_train.py -> execute train
  • test_prediction.py -> execute prediction