sentiment-classification 开源项目推荐（1,364 个）

bentrevett /pytorch-sentiment-analysis

使用 PyTorch 和 TorchText 进行情感分析的入门教程。

songyouwei /ABSA-PyTorch

基于方面的情感分析，使用 PyTorch 实现。

baidu /Senta

Baidu's open-source Sentiment Analysis System.

jsksxs360 /How-to-use-Transformers

Transformers 库快速入门教程

abdulfatir /twitter-sentiment-analysis

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

lyeoni /nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

prakashpandey9 /Text-Classification-Pytorch

使用 PyTorch 中的深度学习模型进行文本分类

laugustyniak /awesome-sentiment-analysis

Repository with all what is necessary for sentiment analysis and related areas

uzaymacar /attention-mechanisms

一系列注意力机制的实现，适用于各类自然语言处理任务，并兼容 TensorFlow 2.0 和 Keras。

soujanyaporia /multimodal-sentiment-analysis

Attention-based multimodal fusion for sentiment analysis

csebuetnlp /banglabert

本仓库包含模型“BanglaBERT”的官方发布版本，以及论文《BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla》中介绍的相关下游微调代码和数据集，该论文已被Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022接收。

NLP-kr /tensorflow-ml-nlp

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

tlkh /text-emotion-classification

Archived - not answering issues

clairett /pytorch-sentiment-classification

LSTM and CNN sentiment analysis

Anwarvic /Dan-Jurafsky--Chris-Manning--NLP

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

DavionWu2018 /Sentiment_dictionary

[数据+代码] 经典的中文情感词典、情感分析停用词、程度副词、否定词表+中文金融情感词典（包括上市公司文本_正式和股吧社媒文本_非正式）...

StephanAkkerman /fintwit-bot

FinTwit-Bot 是一款 Discord 机器人，旨在通过从推特、Reddit 和币安等平台提取数据来追踪和分析金融市场。它配备了可定制的情绪分析、市场趋势和投资组合跟踪工具，帮助交易者保持信息更新并做出数据驱动的决策。

fhamborg /NewsMTSC

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.

danielegrattarola /twitter-sentiment-cnn

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

Inoxoft /whitelightning

WhiteLightning distills massive, state-of-the-art language models into lightweight, hyper-efficient text classifiers. It's a command-line tool that lets you create specialized models that run anywhere—from the cloud to the edge—using the universal ONNX format for maximum compatibility.