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hipster4020/README.md

👋🏻 Hello. I’m SeongHwan Park.

💻 I am currently working on NLP deep learning.
      I mainly use Python Language.

👉🏻 it is the main project I've been working on.

koelectra pretrained model with active learning
https://github.com/hipster4020/sentiment_classification

transformer encoder model with pytorch, tensorflow
https://github.com/hipster4020/encoder_classifier_with_pl
https://github.com/hipster4020/category_classification
https://github.com/hipster4020/keybert
👉🏻 it is a package module for preprocessing, loading file saves, crawling, etc.
      Will continue to be updated
https://github.com/hipster4020/pshmodule

Pinned Loading

  1. category_classification category_classification Public

    뉴스 카테고리 분류

    Python 1

  2. sentiment_classification sentiment_classification Public

    긍정/부정/중립 3개로 분류하는 classification 모델 with active learning

    Python 1

  3. keybert keybert Public

    SBERT, sentence_transformers를 활용한 KeyBert로 뉴스 본문에서 keyword 추출하는 프로세스

    Python

  4. ner_with_pretrained ner_with_pretrained Public

    기업명을 추출하는 NER Model train

    Jupyter Notebook

  5. pshmodule pshmodule Public

    데이터 수집, 전처리, DB 관련 pypi 등록 패키지

    Python 1 1

  6. encoder_classifier_with_pl encoder_classifier_with_pl Public

    Transformer Encoder Classifier with Pytorch Lightning

    Jupyter Notebook