Text Classification Nlp NLP Tools

There are 18 text classification nlp tools tracked. 2 score above 50 (established tier). The highest-rated is raghakot/keras-text at 55/100 with 422 stars and 17 monthly downloads.

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#	Tool	Score	Tier	Stars	Language
1	raghakot/keras-text Text Classification Library in Keras	55	Established	422	Python
2	shibing624/pytextclassifier pytextclassifier is a toolkit for text classification....	52	Established	522	Python
3	Sshanu/Relation-Classification-using-Bidirectional-LSTM-Tree TensorFlow Implementation of the paper "End-to-End Relation Extraction using...	40	Emerging	189	Jupyter Notebook
4	celtics1863/envtext 中文环境领域文本分析包，纯神经网络架构，支持EnvBert,LSTM,RNN,word2vec等模型，支持自定义模型，下游任务包括分类，回归，多选，情感分...	40	Emerging	37	Python
5	Langboat/Mengzi Mengzi Pretrained Models	37	Emerging	542	—
6	renjunxiang/Text-Classification 自然语言处理项目，目标是对文本进行分类。	36	Emerging	320	Python
7	RyanLauQF/BloomBERT Task Complexity Classifier using Transformer-based NLP model based on...	35	Emerging	34	Jupyter Notebook
8	NRCan/geoscience_language_models GloVe and BERT language models re-trained using geoscientific text.	32	Emerging	30	Jupyter Notebook
9	daspartho/predict-subreddit NLP model that predicts subreddit based on the title of a post	31	Emerging	32	Jupyter Notebook
10	j-convey/BankTextCategorizer Automated Categorization: Utilizing the power of neural networks, this...	31	Emerging	136	Python
11	GiorgosKarantonis/Github-Issues-Classifier Multi-label prediction for GitHub issues with state of the art NLP models...	30	Emerging	13	Jupyter Notebook
12	Snigdho8869/Multiclass-Text-Classification Natural Language Processing for Multiclass Classification: A repository...	22	Experimental	29	Jupyter Notebook
13	dblilienthal/Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets I implement a deep learning network to classify COVID-19 Tweets into 5...	21	Experimental	13	Jupyter Notebook
14	ThuraAung1601/Automatic-Myanmar-News-Classification Automatic Myanmar News Classification System using Multinomial Naive Bayes	21	Experimental	10	Jupyter Notebook
15	KevinKuo41/Sentiment_Analysis_On_Financial_News_Headlines_With_BERT_And_FinBERT Sentiment Analysis On Financial News Headlines With BERT & FinBERT	20	Experimental	12	Jupyter Notebook
16	kodiks/turkish-news-classification Turkish News Category Classification Tutorial	17	Experimental	32	Jupyter Notebook
17	navidadkhah/News-Category-Classification This project classifies news articles into categories using NLP and ML...	14	Experimental	11	Jupyter Notebook
18	sahajrajmalla/nepali-news-classification DistilBERT model with Sequence Classification on 9 newsgroup datasets for...	13	Experimental	10	Jupyter Notebook