Sentiment Classification Python Packages

kreyolib

A software library for Haitian Creole (Kreyòl Ayisyen) natural language processing, text normalization, and localization. --- Yon bibliyotèk lojisyèl pou tretman lang natirèl, nòmalizasyon tèks, ak lokalizasyon an Kreyòl Ayisyen.🇭🇹

newssentiment

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

germansentiment

An easy to use python package for deep learning-based german sentiment classification.

persent

Python library for analyzing Persian texts. With the ability to analyze customer opinions and their offer status, analyzing the seven emotions in Persian sentences at the moment.

hashformers

Transformer-powered hashtag segmentation with beam search, RRF ensembles, and agent-ready MCP workflows. A scalable alternative to heuristic splitters and massive LLMs.

senta

Baidu's open-source Sentiment Analysis System.

feel-it

Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).

sentimentpredictor

A flexible sentiment analysis classifier package supporting multiple pre-trained models, customizable preprocessing, visualization tools, fine-tuning capabilities, and seamless integration with pandas DataFrames.

pysenti

Chinese Sentiment Classification Tool. 情感极性分类，基于知网、清华、BosonNLP情感词典，易扩展，基准方法，开箱即用。

text-sentiment-ai-sdk

This API provides a powerful tool for analyzing the sentiment of text data. It helps you understand the overall sentiment (positive, negative, or neutral) and detailed sentiment breakdowns (joy, sadness, anger, etc.) within your text.

fjlc

A Python port of the Fredriksen–Jahren Lexicon Classifier

cerebral-lstm

This repository includes the Pytorch implementation of Cerebral LSTM as a PIP Package.

embgam

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.