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The Top 21 Sentiment Classification Open Source Projects
Categories
>
Machine Learning
>
Sentiment Classification
Pytorch Sentiment Analysis
⭐
2,690
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Senta
⭐
1,222
Baidu's open-source Sentiment Analysis System.
Absa Pytorch
⭐
1,217
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。
Nlp Tutorial
⭐
1,202
A list of NLP(Natural Language Processing) tutorials
Twitter Sentiment Analysis
⭐
998
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Text Classification Pytorch
⭐
697
Text classification using deep learning models in Pytorch
Awesome Sentiment Analysis
⭐
460
Repository with all what is necessary for sentiment analysis and related areas
Attention Mechanisms
⭐
214
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
⭐
182
Attention-based multimodal fusion for sentiment analysis
Tensorflow Ml Nlp
⭐
180
텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)
Text Emotion Classification
⭐
167
Archived - not answering issues
Twitter Sentiment Cnn
⭐
143
An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.
Dan Jurafsky Chris Manning Nlp
⭐
126
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Absa_keras
⭐
126
Keras Implementation of Aspect based Sentiment Analysis
Context
⭐
121
ConText v4: Neural networks for text categorization
Cnn Yelp Challenge 2016 Sentiment Classification
⭐
106
IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.
Treelstmsentiment
⭐
105
Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
Tia
⭐
98
Your Advanced Twitter stalking tool
Pytorch Sentiment Classification
⭐
95
LSTM and CNN sentiment analysis
Lc Absa
⭐
82
Training & Inferring & Reproducing for SOTA ABSA models
Tensorflow Sentiment Analysis On Amazon Reviews Data
⭐
34
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
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📦 192
Artificial Intelligence
📦 78
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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