The Top 290 Sentiment Classification Open Source Projects on Github

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The Top 290 Sentiment Classification Open Source Projects on Github

Categories > Machine Learning > Sentiment Classification

Pytorch Sentiment Analysis ⭐ 2,905

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Absa Pytorch ⭐ 1,307

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Senta ⭐ 1,272

Baidu's open-source Sentiment Analysis System.

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Twitter Sentiment Analysis ⭐ 806

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

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Awesome Sentiment Analysis ⭐ 482

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

Open Framework for Aspect-based Sentiment Analysis

Multimodal Sentiment Analysis ⭐ 205

Attention-based multimodal fusion for sentiment analysis

Text Emotion Classification ⭐ 165

Archived - not answering issues

Tensorflow Ml Nlp ⭐ 157

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

Twitter Sentiment Cnn ⭐ 133

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

Dan Jurafsky Chris Manning Nlp ⭐ 129

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

Attention Mechanisms ⭐ 117

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

Context ⭐ 116

ConText v4: Neural networks for text categorization

Cnn Yelp Challenge 2016 Sentiment Classification ⭐ 104

IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.

Absa_keras ⭐ 103

Keras Implementation of Aspect based Sentiment Analysis

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Banglabert ⭐ 98

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Combating Embedding Barrier in Multilingual Models for Low-Resource Language Understanding".

Treelstmsentiment ⭐ 88

Pytorch implementation of Sentiment Classification in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

Your Advanced Twitter stalking tool

Pytorch Sentiment Classification ⭐ 77

LSTM and CNN sentiment analysis

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.

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Sentiment ⭐ 48

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Machinelearningwithpython ⭐ 46

Get started with Machine Learning with Python - An introduction with Python programming examples

Wink Sentiment ⭐ 45

Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉

Sharkstock ⭐ 43

Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to choose an action to sell, buy, or hold the stocks to maximize the gain in asset value. The paper also acknowledges the need for a system that predicts the trend in stock value to work along with the reinforcement learning algorithm. We implement a sentiment analysis model using a recurrent convolutional neural network to predict the stock trend from the financial news. The objective of this paper is not to build a better trading bot, but to prove that reinforcement learning is capable of learning the tricks of stock trading.

Sentiment Analysis 2018 President Election ⭐ 39

Análise de sentimentos relacionados aos candidatos a Eleição para a presidência de 2018

Douban Dushu Dataset ⭐ 36

A dataset contains 37 million douban dushu comments

Billboard ⭐ 36

🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.

Quant Reseach ⭐ 35

Augmento sentiment data quickstart and research

Sentilare ⭐ 34

Codes for our paper "SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge" (EMNLP 2020)

Rnn_sent ⭐ 34

Recurrent neural networks and Dynamic memory networks for sentiment classification

Fast Dawid Skene ⭐ 33

Code for the algorithms in the paper: Vaibhav B Sinha, Sukrut Rao, Vineeth N Balasubramanian. Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification. KDD WISDOM 2018

Deep Learning And Paper ⭐ 33

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

Hierarchicalattentionnetworks ⭐ 31

Hierarchical Attention Networks for Document Classification in Keras

Senti4sd ⭐ 29

An emotion-polarity classifier specifically trained on developers' communication channels

Sentiment_classify ⭐ 28

基于keras的评论文本情感分类

Stockerbot ⭐ 28

Twitter Bot to follow financial trends in publicly traded companies

NTUEE Machine Learning, 2017 Spring

Ncov_sentiment ⭐ 28

疫情期间网民情绪识别比赛baseline，使用BERT进行端到端的fine-tuning，datafountain平台，平台评测F1值0.716。

Sentiment analysis for Twitter and social media

Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).

Nsmc Zeppelin Notebook ⭐ 24

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

Sentistrength_id ⭐ 24

Sentiment Strength Detection in Bahasa Indonesia

Arabic Sentiment Analysis ⭐ 23

Sentiment Analysis in Arabic tweets

Tensorflow Sentiment Analysis On Amazon Reviews Data ⭐ 23

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.

Sentimentanalysis ⭐ 22

Sentiment Analysis: Deep Bi-LSTM+attention model

German Sentiment ⭐ 20

A data set and model for german sentiment classification.

Sentiment Analysis Amazon Products Reviews ⭐ 20

NLP with NLTK for Sentiment analysis amazon Products Reviews

Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)

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。

Covid 19 Tweet Classification Using Roberta And Bert Simple Transformers ⭐ 19

Dataset Sentimen Analisis Bahasa Indonesia ⭐ 18

Repositori ini merupakan kumpulan dataset terkait analisis sentimen Berbahasa Indonesia. Apabila Anda menggunakan dataset-dataset yang ada pada repositori ini untuk penelitian, maka cantumkanlah/kutiplah jurnal artikel terkait dataset tersebut. Dataset yang tersedia telah diimplementasikan dalam beberapa penelitian dan hasilnya telah dipublikasikan pada artikel/paper ilmiah.

Brand Sentiment Analysis ⭐ 17

Scripts utilizing Heartex platform to build brand sentiment analysis from the news

Domain Attention ⭐ 17

codes for paper "Domain Attention Model for Multi-Domain Sentiment Classification"

Keras With Google Cloud Ml Engine ⭐ 16

Build A Chinese Movie Sentiment Classifier with Keras and Google Cloud ML Engine

Analyzing Reddit Sentiment With Aws ⭐ 16

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.

Sentiment_analysis_dict ⭐ 15

sentiment analysis、情感分析、文本分类、基于字典、python、classification

Scrapeadvisor ⭐ 15

A user-friendly python-based GUI which provides sentiment analysis of users' reviews toward a specific TripAdvisor facility

Automated NLP sentiment predictions- batteries included, or use your own data

Text_tone_analyzer ⭐ 14

Система, анализирующая тональность текстов и высказываний.

Kobert Nsmc ⭐ 13

Naver movie review sentiment classification with KoBERT

Ntua Slp Nlp ⭐ 13

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

Text Classification Pytorch ⭐ 13

Implementation of papers for text classification task on SST-1/SST-2

Dataset and code for "Interaction Attention Transfer Network for Cross-domain Sentiment Classification“

German Sentiment Lib ⭐ 13

An easy to use python package for deep learning-based german sentiment classification.

Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification

Bert Movie Reviews Sentiment Classifier ⭐ 12

Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model

Pytorch Audio Emotion Recognition ⭐ 12

1st Place Public Leaderboard Solution for ERC2019

Angry Ducks ⭐ 12

A speech sentiment text recorder for improve communication by Flask, GCP, Javascript

Sentiment Analysis For Trading ⭐ 11

Using Natural Language Processing we developed working prototype of Sentiment analyser of NEWS

Deep Learning With Neural Networks ⭐ 11

This repo contains various use-cases of deep-learning implemented in Pytorch. It also contains summarized notes of each chapter from the book, 'Deep Learning' written by Ian Goodfellow.

Pytorch Sentiment Analysis Deployed With Flask ⭐ 11

PyTorch sentiment classifier served with Flask, deployed on Google Cloud Run

Transformers Android Demo ⭐ 11

📲 Transformers android examples (Tensorflow Lite & Pytorch Mobile)

Weka Mnb Sentiment Analysis Template Project ⭐ 11

The template project for three way and five way sentiment classification

Lifelongsentclass ⭐ 10

Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification

Dual_view_review_sum ⭐ 10

Code for the SIGIR 2020 paper "A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss"

Sentipers ⭐ 10

SentiPers: A Sentiment Analysis Corpus for Persian https://arxiv.org/abs/1801.07737

Question Paraphrases ⭐ 9

Ecommerce Reviews Analysis ⭐ 9

Statistical Analysis on E-Commerce Reviews, with Sentiment Classification using Bidirectional Recurrent Neural Network (RNN)

This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.

Sentiment Analysis ⭐ 9

An end-to-end sentiment analysis library, including TextCNN, BERT, Docker, React.js, etc.

Sentiment Classification ⭐ 9

deploy sentiment classification model based lstm on Tensorflow serving

Multimodal Emotion Analysis In Conversations ⭐ 8

Multi-model analysis of sentiment and emotion in multi-speaker conversations.

Bert_text_classifier ⭐ 8

Text Classification with BERT

A rating-based sentiment dataset of IMDB movie reviews (WASSA 2014)

Sentiment Classification Example ⭐ 8

IPython Notebook for Sentiment Classification

Domain Adaptation Amazon Reviews Papers ⭐ 7

Resources of domain adaptation papers on sentiment analysis that have used Amazon reviews

Implementation of HAN for Sentiment Classification task from paper "Hierarchical Attention Networks for Document Classification"

Twitter_sentiment_bert_scikit ⭐ 7

Twitter US Airline数据集情感分析（sentiment Analysis），使用Bert Sentence encoding作为特征，实现了SVM、XGBoost、RandomForest（随机森林）若干分类器。

Mockingjay Speech Representation ⭐ 7

Official Implementation of Mockingjay in Pytorch

Repository for our submission to the SemEval EmoContext Competition

Sagemaker Privacy For Nlp ⭐ 6

A solution that helps apply a privacy preserving mechanism to NLP data, using Amazon SageMaker.

Sentiment Analysis Of Twitter Data Using Logistic Regression ⭐ 6

Sentiment Analysis of Twitter Data Using Logistic Regression

Sentiment Analysis Symposium 2015

Deep Lstm Text Classifier ⭐ 6

Text Classification with veritically stacked LSTMs and sibling loss functions using GloVe embeddings (Tensorflow)

word embedding resources for sentiment classification

Sentiment Analysis Cnn Ptbr ⭐ 6

Multilabel Convolutional Neural Network model to analyze and extract sentiments in texts in Brazilian Portuguese language.

1-100 of 290 projects

Related Projects

Python Sentiment Classification Projects (150)

Sentiment Analysis Classification Projects (61)

Advertising 📦 9

Application Programming Interfaces 📦 120

Applications 📦 181

Artificial Intelligence 📦 72

Blockchain 📦 70

Build Tools 📦 111

Cloud Computing 📦 79

Code Quality 📦 28

Collaboration 📦 30

Command Line Interface 📦 48

Community 📦 81

Companies 📦 60

Compilers 📦 60

Computer Science 📦 74

Configuration Management 📦 39

Content Management 📦 167

Control Flow 📦 197

Data Formats 📦 77

Data Processing 📦 266

Data Storage 📦 132

Economics 📦 60

Frameworks 📦 198

Graphics 📦 103

Hardware 📦 148

Integrated Development Environments 📦 47

Learning Resources 📦 147

Libraries 📦 119

Lists Of Projects 📦 21

Machine Learning 📦 336

Mapping 📦 61

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 97

Networking 📦 304

Operating Systems 📦 84

Operations 📦 120

Package Managers 📦 52

Programming Languages 📦 229

Runtime Environments 📦 96

Science 📦 42

Security 📦 375

Social Media 📦 26

Software Architecture 📦 70

Software Development 📦 68

Software Performance 📦 57

Software Quality 📦 127

Text Editors 📦 45

Text Processing 📦 131

User Interface 📦 310

User Interface Components 📦 465

Version Control 📦 29

Virtualization 📦 68

Web Browsers 📦 38

Web Servers 📦 25

Web User Interface 📦 194

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