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The Top 21 Sentiment Classification Open Source Projects

Categories > Machine Learning > Sentiment Classification
Pytorch Sentiment Analysis ⭐ 2,924
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Senta ⭐ 1,326
Baidu's open-source Sentiment Analysis System.
Absa Pytorch ⭐ 1,295
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
Nlp Tutorial ⭐ 1,241
A list of NLP(Natural Language Processing) tutorials
Twitter Sentiment Analysis ⭐ 1,053
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Text Classification Pytorch ⭐ 711
Text classification using deep learning models in Pytorch
Awesome Sentiment Analysis ⭐ 474
Repository with all what is necessary for sentiment analysis and related areas
Attention Mechanisms ⭐ 237
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Multimodal Sentiment Analysis ⭐ 196
Attention-based multimodal fusion for sentiment analysis
Tensorflow Ml Nlp ⭐ 185
텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)
Text Emotion Classification ⭐ 169
Archived - not answering issues
Twitter Sentiment Cnn ⭐ 144
An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.
Dan Jurafsky Chris Manning Nlp ⭐ 135
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Absa_keras ⭐ 131
Keras Implementation of Aspect based Sentiment Analysis
Context ⭐ 122
ConText v4: Neural networks for text categorization
Pyabsa ⭐ 121
Exploiting Fast LCF and BERT for Aspect-based Sentiment Analysis (Official Implementation of LCF-BERT)
Tia ⭐ 108
Your Advanced Twitter stalking tool
Cnn Yelp Challenge 2016 Sentiment Classification ⭐ 107
IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.
Pytorch Sentiment Classification ⭐ 106
LSTM and CNN sentiment analysis
Treelstmsentiment ⭐ 105
Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Tensorflow Sentiment Analysis On Amazon Reviews Data ⭐ 35
Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.
1-21 of 21 projects
Advertising 📦 10
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Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210