bage79/nlp4kor

Natural Language Processing for Korean with Deep Learning

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

• https://www.youtube.com/playlist?list=PLE_yleP-KQefhFSNh16hJKnq6stIG05fu

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

• http://nbviewer.jupyter.org/github/bage79/nlp4kor/blob/master/ipynb/DL_for_NLP_A_to_Z.pdf

5. Real Tensorflow Coding - 2017.07.29

• http://nbviewer.jupyter.org/github/bage79/nlp4kor/blob/master/ipynb/real_tensorflow_coding.ipynb

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

7. 왕초보를 위한 RNN - 2017.12.24

• http://nbviewer.jupyter.org/github/bage79/nlp4kor/blob/master/ipynb/RNN_for_beginners.pdf

8. 왕초보를 위한 CNN - 2017.12.27

• http://nbviewer.jupyter.org/github/bage79/nlp4kor/blob/master/ipynb/CNN_for_beginners.pdf

9. 왕초보를 위한 NN - 2018.01.02

• http://nbviewer.jupyter.org/github/bage79/nlp4kor/blob/master/ipynb/NN_for_beginners.pdf

Season #3 NLP with Pytorch

• http://github.com/bage79/nlp4kor-pytorch

10. word2vec 응용 - 2018.05.08

• https://github.com/bage79/nlp4kor-pytorch/blob/master/nlp4kor_pytorch/word2vec/README.md