Sentiment Classification Python Packages

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.

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.

persent

Persian Sentiment Analysis Toolkit

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.

hashformers

Accurate word segmentation for hashtags and text, powered by Transformers and Beam Search. A scalable alternative to heuristic splitters and massive LLMs.

feel-it

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

senta

Baidu's open-source Sentiment Analysis System.

pysenti

Chinese Sentiment Classifier

cerebral-lstm

A PyTorch implementation of Cerebral LSTM: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs.

fjlc

A Python port of the Fredriksen–Jahren Lexicon Classifier