Text Classification Sentiment NLP Tools

There are 16 text classification sentiment tools tracked. 1 score above 50 (established tier). The highest-rated is yongzhuo/Keras-TextClassification at 60/100 with 1,809 stars.

Get all 16 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=text-classification-sentiment&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	yongzhuo/Keras-TextClassification 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP,...	60	Established	1,809	Python
2	Priberam/SentimentAnalysis Sentiment Analysis: Deep Bi-LSTM+attention model	42	Emerging	45	Python
3	dirkhovy/text_analysis_for_social_science Code for the CUP Elements on text analysis in Python for social scientists	38	Emerging	140	Jupyter Notebook
4	melihbodur/Text_and_Audio_classification_with_Bert Text Classification in Turkish Texts with Bert	28	Experimental	49	Jupyter Notebook
5	abhilash1910/MiniClassifier Deep Learning Library for Text Classification.	28	Experimental	4	Jupyter Notebook
6	walter-lead/toxic_comments CNN and LSTM multi-label text classification	27	Experimental	11	Python
7	RaffaeleGalliera/pytorch-cnn-text-classification Convolutional Neural Network (CNN) for text classification implemented with...	27	Experimental	11	Python
8	Akhera24/article-categorization-ml Production ML pipeline for news article categorization (90.8% accuracy)	17	Experimental	—	Jupyter Notebook
9	Zaid-Al-Habbal/nontoxic-world An NLP system, trying ti to solve a multi-label classification problem:...	14	Experimental	—	Jupyter Notebook
10	karthik77752/lstm-sentiment-analysis 🌟 Build an LSTM-based sentiment analysis pipeline with robust tokenization,...	13	Experimental	—	Jupyter Notebook
11	SunilBoopalan/Suicide-Depression-Classification-with-nlp Deep Learning for Suicide and Depression Identification with Unsupervised...	13	Experimental	—	Python
12	AzizBenAli/Sentiment_Analysis_on_Twitter_TWEETS Develop and Maintain data pipelines to extract,transform, and load (ETL)the...	12	Experimental	6	Jupyter Notebook
13	magesh-technovator/Text_Classification_Deep_Learning_Pytorch This repository consists of various deep learning based text classification...	11	Experimental	4	Jupyter Notebook
14	vasupatelll/Text_Messgae_Spam_Classifier A Machine Learning Processing with SMS Data to predict whether the SMS is...	11	Experimental	—	Jupyter Notebook
15	SanjarH/Sarcasm-Detection Project made in Jupyter Notebook with "News Headlines Dataset For Sarcasm...	11	Experimental	3	Jupyter Notebook
16	AmirHoseein99/Persian_NLP_Task Classifying Farsi Comments into two Classes : Informative, Non-Informative	10	Experimental	2	Jupyter Notebook