https://github.com/bage79/nlp4kor
Natural Language Processing for Korean with Deep Learning
https://github.com/bage79/nlp4kor
deep-learning korean natural-language-processing pytorch tensorflow word2vec
Last synced: about 2 months ago
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Natural Language Processing for Korean with Deep Learning
- Host: GitHub
- URL: https://github.com/bage79/nlp4kor
- Owner: bage79
- License: mit
- Created: 2017-05-29T08:45:25.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2019-10-22T17:12:46.000Z (almost 6 years ago)
- Last Synced: 2024-12-17T12:46:10.151Z (10 months ago)
- Topics: deep-learning, korean, natural-language-processing, pytorch, tensorflow, word2vec
- Language: Jupyter Notebook
- Homepage: https://www.facebook.com/nlp4kor
- Size: 67.3 MB
- Stars: 50
- Watchers: 11
- Forks: 13
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
- awesome-korean-nlp - Python 3
README
# 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](https://github.com/bage79/nlp4kor/blob/master/INSTALL.md)
- 라이센스: [LICENSE.md](https://github.com/bage79/nlp4kor/blob/master/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