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The Top 23 Python Sentiment Classification Open Source Projects

Open source projects categorized as Python Sentiment Classification
Categories > Machine Learning > Sentiment Classification
Course Nlp ⭐ 3,271
A Code-First Introduction to NLP course
most recent commit a year 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 10 months ago
Twitter Sentiment Analysis ⭐ 1,322
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
most recent commit a year ago
Senta ⭐ 1,272
Baidu's open-source Sentiment Analysis System.
total releases 6most recent commit 3 years ago
Text Classification Pytorch ⭐ 538
Text classification using deep learning models in Pytorch
most recent commit 5 years ago
Nsc ⭐ 280
Neural Sentiment Classification
most recent commit 6 years ago
How To Use Transformers ⭐ 271
Transformers 库快速入门教程
most recent commit 4 months ago
Multimodal Sentiment Analysis ⭐ 205
Attention-based multimodal fusion for sentiment analysis
most recent commit 3 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 a year 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
Newsmtsc ⭐ 122
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.
total releases 26most recent commit 4 months ago
Logicnn ⭐ 106
most recent commit 6 years ago
Absa_keras ⭐ 103
Keras Implementation of Aspect based Sentiment Analysis
most recent commit 4 years ago
Hierarchical Sentiment ⭐ 96
Hierarchical Models for Sentiment Analysis in Pytorch
most recent commit 4 years ago
Treelstmsentiment ⭐ 88
Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks
most recent commit 6 years ago
Usent ⭐ 82
Subjectivity and sentiment classification using polarity lexicons
most recent commit 3 years ago
Aspect_sentiment_classification ⭐ 81
most recent commit 5 years ago
Machinelearningwithpython ⭐ 79
Get started with Machine Learning with Python - An introduction with Python programming examples
most recent commit 2 years ago
Twitter Sentiment Analysis Classical Approach Vs Deep Learning ⭐ 70
This project's aim, is to explore the world of Natural Language Processing (NLP) by building what is known as a Sentiment Analysis Model. We will be implementing and comparing both a Naïve Bayes and a Deep Learning LSTM model.
most recent commit 3 years ago
Lstm_sentence_classifier ⭐ 61
LSTM-based Models for Sentence Classification in PyTorch
most recent commit 4 years ago
Hashformers ⭐ 56
Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).
most recent commit a year ago
Pysenti ⭐ 55
Chinese Sentiment Classification Tool. 情感极性分类，基于知网、清华、BosonNLP情感词典，易扩展，基准方法，开箱即用。
total releases 6most recent commit 8 months ago
The 6 Latest Releases In Python 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 2 years ago
Senta ⭐ 1,272
Baidu's open-source Sentiment Analysis System.
total releases 6latest release May 21, 2020most recent commit 3 years ago
Sklearn Deltatfidf ⭐ 8
DeltaTfidfVectorizer for scikit-learn
total releases 3latest release July 19, 2019most recent commit 3 years ago
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