NLP with PyTorch

Fast Binder Load reference

Natural Language Processing Workshop at ODSC West 2021

Topics:

• Part 1 (Yashesh Shroff)

1. 01_NLP_basics.ipynb link
2. 02_OHE.ipynb link
3. 02b_Tokenization.ipynb link
4. 03_SpaCy.ipynb link
5. 03b_SpaCy_exercises.ipynb link
6. 03c_Spacy_Pipelines.ipynb link
7. 05_word2vec.ipynb link
8. 06_simpleRNN.ipynb link
9. 06b_charRNN.ipynb link

• Part 2 (Ravi Ilango)

1. LSTM labs
2. Transformer labs

• Part 3 (Yashesh Shroff)

1. Flask based deployment
2. 07a_disaster_detection_tfidf.py link
3. 07a_predict_disaster_tfidf.py [link](part1/07a_predict_disaster_tfidf.py
4. 07b_disaster_detection_tfidf.py link
5. 08_deploy_model.py link
6. 08b_deploy_image_model.py link