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nlpaug

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pradeepdev-1995 / databalancer

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Databalancer is the python library using in machine learning applications to balance the imbalanced text classification datasets before the model training.

data-science data machine-learning natural-language-processing deep-learning text-classification balance eda dataset transformer balancing quantization imbalanced-data paraphrase-generation huggingface t5 huggingface-transformers nlpaug textattack fastt5
  • Updated Jul 8, 2022
  • Python

sminerport / back-translation-text-augmentation

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This repo offers a Python script using NLPAug library & RTT to augment text datasets. It processes TXT files in "data/" folder, translating text and creating augmented versions. Augmented data enhances NLP tasks like chatbot training & text classification. Includes overview of techniques, applications & implementation.

python nlp natural-language-processing sentiment-analysis text-classification machine-translation data-augmentation back-translation text-augmentation nlpaug chatbot-training round-trip-translation
  • Updated Apr 13, 2023
  • Python

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