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Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

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Ankur3107/nlp_notebooks

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NLP Notebooks

NLP

Pretraining

  • BERT Mask Language Modeling | PretrainingOpen In Colab

Classification

  • BERT Classification in PytorchOpen In Colab

  • BERT Sentence Classification 2 in PytorchOpen In Colab

  • Generic Class for Classification using transformersOpen In Colab

  • Large Scale Multi Label ClassificationOpen In Colab

Question Answering

  • Question Answering with a Fine Tuned BERT Open In Colab

Machine Translation

  • Machine Translation using transformers Open In Colab

Topic Modeling

  • Contextual Topic Modeling Open In Colab

Knowledge Distillation

  • BERT Knowledge Distillation in LSTM Open In Colab

NLP Package Exploration

  • Simpletransformers Exploration Open In Colab

  • Fastai + Transformers Exploration Open In Colab