Text Classification Nlp NLP Tools

There are 37 text classification nlp tools tracked. 2 score above 50 (established tier). The highest-rated is raghakot/keras-text at 59/100 with 422 stars.

Get all 37 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=text-classification-nlp&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	raghakot/keras-text Text Classification Library in Keras	59	Established	422	Python
2	shibing624/pytextclassifier pytextclassifier is a toolkit for text classification....	55	Established	522	Python
3	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...	47	Emerging	37	Python
4	Sshanu/Relation-Classification-using-Bidirectional-LSTM-Tree TensorFlow Implementation of the paper "End-to-End Relation Extraction using...	47	Emerging	189	Jupyter Notebook
5	Langboat/Mengzi Mengzi Pretrained Models	44	Emerging	542	—
6	renjunxiang/Text-Classification 自然语言处理项目，目标是对文本进行分类。	43	Emerging	320	Python
7	RyanLauQF/BloomBERT Task Complexity Classifier using Transformer-based NLP model based on...	42	Emerging	34	Jupyter Notebook
8	NRCan/geoscience_language_models GloVe and BERT language models re-trained using geoscientific text.	39	Emerging	30	Jupyter Notebook
9	daspartho/predict-subreddit NLP model that predicts subreddit based on the title of a post	38	Emerging	32	Jupyter Notebook
10	j-convey/BankTextCategorizer Automated Categorization: Utilizing the power of neural networks, this...	38	Emerging	136	Python
11	uscensusbureau/BEACON Business Establishment Automated Classification of NAICS	37	Emerging	6	Python
12	GiorgosKarantonis/Github-Issues-Classifier Multi-label prediction for GitHub issues with state of the art NLP models...	37	Emerging	13	Jupyter Notebook
13	Kadam-Tushar/Issue-Classifier GitHub Issue Classification Using BERT-Style Models	33	Emerging	6	Jupyter Notebook
14	AlexandreSajus/Intent-Classification A benchmark of different approaches on the task of Intent Classification	33	Emerging	5	Jupyter Notebook
15	sitammeur/ClassyText ClassyText is a demo for zero-shot text classification using...	30	Emerging	6	Python
16	Snigdho8869/Multiclass-Text-Classification Natural Language Processing for Multiclass Classification: A repository...	29	Experimental	29	Jupyter Notebook
17	dblilienthal/Multiclass-Text-Classification-with-DistilBERT-on-COVID-19-Tweets I implement a deep learning network to classify COVID-19 Tweets into 5...	28	Experimental	13	Jupyter Notebook
18	ThuraAung1601/Automatic-Myanmar-News-Classification Automatic Myanmar News Classification System using Multinomial Naive Bayes	28	Experimental	10	Jupyter Notebook
19	KevinKuo41/Sentiment_Analysis_On_Financial_News_Headlines_With_BERT_And_FinBERT Sentiment Analysis On Financial News Headlines With BERT & FinBERT	27	Experimental	12	Jupyter Notebook
20	kodiks/turkish-news-classification Turkish News Category Classification Tutorial	24	Experimental	32	Jupyter Notebook
21	nicksenger/candle-token-classification Token Classification for BERT-like models via Candle	22	Experimental	2	Rust
22	Yahya222F/MuseumLangID---Model-for-Identifying-the-Language-of-Texts-for-a-Museum 🌍 Identify museum text languages automatically using TF-IDF and Multinomial...	22	Experimental	—	Jupyter Notebook
23	mmaguero/josa-corpus Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus	22	Experimental	7	—
24	Mahesh3394/Text-Classification-Using-CNN Text classification using Convolutional Neural Networks (CNNs) is a popular...	21	Experimental	7	Jupyter Notebook
25	navidadkhah/News-Category-Classification This project classifies news articles into categories using NLP and ML...	21	Experimental	11	Jupyter Notebook
26	sahajrajmalla/nepali-news-classification DistilBERT model with Sequence Classification on 9 newsgroup datasets for...	20	Experimental	10	Jupyter Notebook
27	tahmidmir/Sentiment-Analysis-with-BERT-and-Explainable-AI-XAI- This project includes a Jupyter Notebook that performs sentiment analysis...	20	Experimental	5	Jupyter Notebook
28	Er-Robinson/Document-Classification-using-Longformer Long Document Classification using Longformer \| Transformer-based NLP system...	14	Experimental	—	Jupyter Notebook
29	maj34/Text-Data-Analysis-Project [ 전공 프로젝트: 텍스트 데이터 분석 ] 신문사 성향 별 대한민국 정치 흐름 파악	13	Experimental	10	Jupyter Notebook
30	rj-pal/CEFR-text-classification Text Classifier for English as a Second Language Material	13	Experimental	12	Jupyter Notebook
31	Briiick/NLP-disaster-tweets Exploring BERT with Kaggle disaster tweets dataset.	13	Experimental	12	Jupyter Notebook
32	KhadijehValipour/Text_Classification Text classification is a fundamental task in natural language processing (NLP).	12	Experimental	5	Jupyter Notebook
33	olanrewajurasheed/rash-nlp This is mini but an impressive NLP webapp built with streamlit	12	Experimental	8	Python
34	subratamondal1/Quora-Automated-Text-Classification Text Classification with Bag of Words - Natural Language Processing	11	Experimental	—	—
35	hung20gg/multi-task-bert Multi-model bert using self-supervise learning technique	11	Experimental	3	Jupyter Notebook
36	cwwdaniel/invoice-text-classification Semantic Enrichment, Data Augmentation and Deep Learning for Boosting...	11	Experimental	4	—
37	SaidiSouhaieb/DistilledBert-FineTuning Finetune DistilledBert to multiclass text classification...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

Github-Issues-Classifier and Issue-Classifier (37 vs 33)