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The Top 23 Sentiment Classification Open Source Projects

Open source projects categorized as Sentiment Classification
Categories > Machine Learning > Sentiment Classification
Pytorch Sentiment Analysis ⭐ 4,038
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
most recent commit 2 months ago
Course Nlp ⭐ 3,271
A Code-First Introduction to NLP course
most recent commit 9 months ago
Absa Pytorch ⭐ 1,782
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
most recent commit 6 months ago
Twitter Sentiment Analysis ⭐ 1,322
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
most recent commit 9 months ago
Senta ⭐ 1,272
Baidu's open-source Sentiment Analysis System.
total releases 6most recent commit 3 years ago
Nlp Tutorial ⭐ 836
A list of NLP(Natural Language Processing) tutorials
most recent commit 4 years ago
Text Classification Pytorch ⭐ 538
Text classification using deep learning models in Pytorch
most recent commit 5 years ago
Awesome Sentiment Analysis ⭐ 513
Repository with all what is necessary for sentiment analysis and related areas
most recent commit 6 months ago
Attention Mechanisms ⭐ 294
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
most recent commit 2 years ago
Nsc ⭐ 280
Neural Sentiment Classification
most recent commit 6 years ago
Absapapers ⭐ 268
Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合
most recent commit 2 years ago
How To Use Transformers ⭐ 213
Transformers 库快速入门教程
most recent commit a month ago
Multimodal Sentiment Analysis ⭐ 205
Attention-based multimodal fusion for sentiment analysis
most recent commit 2 years ago
Banglabert ⭐ 198
This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics: NAACL-2022.
most recent commit 10 months ago
Doc Han Att ⭐ 193
Hierarchical Attention Networks for Chinese Sentiment Classification
most recent commit 6 years ago
Sentiment_classifier ⭐ 171
Sentiment Classification using Word Sense Disambiguation
most recent commit 2 years ago
Text Emotion Classification ⭐ 165
Archived - not answering issues
most recent commit 3 years ago
Tensorflow Ml Nlp ⭐ 157
텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)
most recent commit 3 years ago
Dan Jurafsky Chris Manning Nlp ⭐ 155
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
most recent commit 7 months ago
Tia ⭐ 135
Your Advanced Twitter stalking tool
most recent commit 7 months ago
Asgcn ⭐ 134
Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"
most recent commit 3 years ago
Twitter Sentiment Cnn ⭐ 133
An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.
most recent commit 6 years ago
Tnet ⭐ 128
Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)
most recent commit 5 years ago
The 7 Latest Releases In Sentiment Classification Open Source Projects
German Sentiment Lib ⭐ 30
An easy to use python package for deep learning-based german sentiment classification.
total releases 9latest release October 10, 2022most recent commit a year ago
Senta ⭐ 1,272
Baidu's open-source Sentiment Analysis System.
total releases 6latest release May 21, 2020most recent commit 3 years ago
Wink Sentiment ⭐ 45
Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉
dependent packages 7total releases 10latest release April 16, 2019most recent commit 3 years agonpm wink-sentiment} Downloads
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