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text-classification-multi-label

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DunnBC22 / NLP_Projects

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Repository for My HuggingFace Natural Language Processing Projects

sentiment-analysis text-classification machine-translation language-detection question-answering text-summarization semantic-similarity binary-classification text-regression multiclass-classification multilabel-classification huggingface multiple-choice-question-answering text-classification-multi-label text-classificaiton-with-bert causal-language-modeling masked-language-modeling
  • Updated Aug 31, 2023
  • Jupyter Notebook

NikPlayTik / Moodix-NLP

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Moodix — локальный модуль анализа русскоязычного текста, определяющий основное настроение (позитивное, нейтральное, негативное), 16 суб-настроений и 6 деструктивных признаков (угроза, ненависть, экстремизм и др.). Основан на BiLSTM-модели и работает без доступа к интернету. Подходит для интеграции в CRM, e-commerce, модерации и аналитики.

sentiment-analysis nlp-machine-learning ai-safety keras-tensorflow bilstm russian-language content-moderation text-classification-multi-label hate-speech-predictions emotion-detection-emotion-classification
  • Updated Jun 22, 2025
  • Python

hallowshaw / Text-Emotion-Classification-Using-LSTM-and-Tokenization

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This repository provides a machine learning and deep learning pipeline for text emotion detection. It includes a pretrained LSTM model, tokenizer, and preprocessing steps to classify emotions such as joy, sadness, and anger from text input. Easily deployable with provided resources and scripts.

sentiment-analysis text-classification tokenizer scikit-learn lstm nltk feature-engineering tokenization emotion-detection scikitlearn-machine-learning emotion-classification sequential-models nltk-python text-classification-multi-label
  • Updated Dec 28, 2024
  • Jupyter Notebook

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