Popular GitHub Repositories for Textclassification

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

All NLP you Need Here. 目前包含15个NLP demo的pytorch实现（大量代码借鉴于其他开源项目，原先是自己玩的，后来干脆也开源出来）

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

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Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.

Naive Bayes algorithm for multi-category text classification.

This is a toy implementation of RNNText on zhihu tag classification dataset.

Text Classifier App for iOS, powered by Apple Vision & CreateML framework

High-accuracy Core ML model for sentiment analysis trained on a large-scale dataset. Built with Create ML to classify sentiment for tweets and general text inputs, bypassing Twitter API dependencies.

Machine Translation and Multilinguality in Text classification

Text classification using NLP with Sequential model developed on LSTM architecture utilizing Embedding and Tokenizer