/ODSC2021_NLP

Natural Language Processing Workshop at ODSC West 2021

Primary LanguageJupyter NotebookMIT LicenseMIT

NLP with PyTorch

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Binder 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