nlpaug

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pradeepdev-1995 /databalancer

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

UpdatedJul 8, 2022
Python

chck /AugLy-jp

Star7

Data Augmentation for Japanese Text on AugLy

natural-language-processing japanese data-augmentation sudachi ginza nlpaug augly

UpdatedSep 30, 2021
Python

pemagrg1 /nlp-data-augmentation

Star6

Augmentating Textual Data Using NLP Libraries.

nlp text pegasus data-augmentation paraphrase nlp-augmentation nlpaug text-data-augmentation augly nlp-data-augmentation textaugment parrot-paraphrase pegasus-paraphrase

UpdatedFeb 24, 2022
Jupyter Notebook

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