bage79/nlp4kor
Natural Language Processing for Korean with Deep Learning
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- Updated at: 2020-06-08 16:09:40
nlp4kor
- Natural Language Processing for Korean with Deep Learning (딥러닝을 이용한 한글 자연어 처리)
- http://github.com/bage79/nlp4kor
- 전체일정: https://www.facebook.com/nlp4kor/posts/143362066206127
- 문의: nlp4kor@gmail.com(박혜웅)
- 설치: INSTALL.md
- 라이센스: LICENSE.md
발표 영상
Season #1 NLP with Tensorflow
http://github.com/bage79/nlp4kor-tensorflow
1. CNN for MNIST - 2017.05.20
- http://nbviewer.jupyter.org/github/bage79/nlp4kor/blob/master/ipynb/CNN_for_MNIST.ipynb
- https://github.com/bage79/nlp4kor-tensorflow/blob/master/nlp4kor_tensorflow/cnn/cnn_mnist.py
2. FFNN for 한글 띄어쓰기 - 2017.06.03
- http://nbviewer.jupyter.org/github/bage79/nlp4kor/blob/master/ipynb/FFNN_for_word_spacing.ipynb
- https://github.com/bage79/nlp4kor-tensorflow/blob/master/nlp4kor_tensorflow/ffnn/word_spacing.py
3. DAE for 철자 오류 교정 - 2017.07.01
- http://nbviewer.jupyter.org/github/bage79/nlp4kor/blob/master/ipynb/DAE_for_spelling_error_correction.ipynb
- https://github.com/bage79/nlp4kor-tensorflow/blob/master/nlp4kor_tensorflow/dae/spelling_error_correction.py
4. DL for NLP: A to Z - 2017.07.15
5. Real Tensorflow Coding - 2017.07.29
Season #2 Deep Learning
6. 수학 함수 학습 & hyper-parameters 최적화 - 2017.10.08
- https://github.com/bage79/nlp4kor/blob/master/nlp4kor/skeletons/learn_math_functions_demo.py
- https://github.com/bage79/nlp4kor-tensorflow/blob/master/nlp4kor_tensorflow/skeletons/learn_math_functions_demo.py
