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1,635 search results found

Sentimentapi ⭐ 83

A fast python scikit-learn text sentiment API server.

Chabsa Dataset ⭐ 82

chakki's Aspect-Based Sentiment Analysis dataset

📓 Long(er) text representation and classification using Doc2Vec embeddings

Vista Net ⭐ 82

Code for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19

Subjectivity and sentiment classification using polarity lexicons

Spark.samples ⭐ 81

tutorials and samples that show you how get the most out of IBM Analytics for Apache Spark

Aspect Based Sentiment Analysis ⭐ 81

A paper list for aspect based sentiment analysis.

Aspect_sentiment_classification ⭐ 81

Logistic_regression ⭐ 79

This is the code for "Logistic Regression" By Siraj Raval on Youtube

SFU Opinion and Comments Corpus

Twitter Sentiment Analysis Using Spark Streaming And Kafka ⭐ 78

Twitter Sentiment Analysis using Spark and Kafka

Harry_potter_nlp ⭐ 77

Harry Potter and the Allocation of Dirichlet

Rotten Tomatoes Dataset ⭐ 77

Scraping Rotten Tomatoes then Sentiment Analysis with Logit Written Manually

Large Arabic Sentiment Analysis Resouces ⭐ 77

Large Arabic Resources For Sentiment Analysis

Koreansentimentanalyzer ⭐ 76

한국어 감성 분석기

Google Natural Language Php ⭐ 76

PHP Client for Google Natural Language with Extras

Nlp Sentiment ⭐ 76

Various NLP methods (in python) to perform sentiment analysis

Hbase Sdk For Net ⭐ 75

Microsoft HBase REST Client Library for .NET

Personal Emotional Stylized Dialog ⭐ 75

A Paper List for Personalized, Emotional, and stylized Dialog

Emotion_and_polarity_so ⭐ 74

An emotion classifier of text containing technical content from the SE domain

Theano Tutorial ⭐ 74

Basic Theano code samples

Nlpserver ⭐ 74

NLP Web Service

Sentiment Bot ⭐ 73

Replies to toxic comments with a maintainer designated reply and a link to the repo's code of conduct

Showmethemoney ⭐ 72

A Sentiment Analysis Tool on Financial Data

Practicalmachinelearningclass ⭐ 72

Deep Learning For Aspect Level Sentiment Classification Baselines ⭐ 72

The public state-of-the-art methods for deep learning based ASC

Docsentimentanalysis ⭐ 72

Syntax and Ruler-Based Doc sentiment analysis 基于依存句法规则的篇章级情感分析demo

Mams For Absa ⭐ 72

A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.

Cognitive Social Crm ⭐ 71

An application that monitors a Twitter feed and determines customer sentiment using IBM Watson Assistant, Tone Analyzer, Natural Language Understanding, as well as CloudantDB

Twitter_sentiment_analysis_part1 ⭐ 70

data preparation

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.

Advanced Nlp Projects With Tensorflow 2.0 ⭐ 70

A framework to empower quantitative modeling using Large Language Models (LLMs)

A sentiment and emotion analysis server in Python

Sentometrics ⭐ 69

An integrated framework in R for textual sentiment time series aggregation and prediction

Real Time Sentiment Tracking On Twitter For Brand Improvement And Trend Recognition ⭐ 69

A real-time interactive web app based on data pipelines using streaming Twitter data, automated sentiment analysis, and MySQL&PostgreSQL database (Deployed on Heroku)

Datasynchronizer ⭐ 68

Cryptocurrency Exchange and Sentiment data fetcher and syncronizer.

Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)

Natural Language Processing for Spanish in Node.js. Stemmer, sentiment analysis, readability, tf-idf with batteries, concordance and more!

Brihaspati ⭐ 66

Collection of various implementations and Codes in Machine Learning, Deep Learning and Computer Vision ✨💥

Finance News Aggregator ⭐ 65

A news aggregator in python, that focuses primarily on business and market news sources.

Pytorch_sentiment_rnn ⭐ 64

Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014

Chinese Sentiment Analysis With Doc2vec ⭐ 64

using jieba and doc2vec to implement sentiment analysis for Chinese docs

Dear Diary Ai ⭐ 64

Turn your journal into music, winner in the Magenta/Gray Area ML Music Hackathon

Id Opinionwords ⭐ 64

List of Opinion Words (positive/negative) in Bahasa Indonesia for Sentiment Analysis.

Selfsent ⭐ 64

Implementation in Tensorflow of A Structured Self-attentive Sentence Embedding with the sentiment analysis task.

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Sentiment ⭐ 63

A command-line utility that evaluates the emotional sentiment of natural language text.

Deep Atrous Cnn Sentiment ⭐ 63

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

HeBERT: Pre-training BERT for modern Hebrew

Kesci Urdu Sentiment Analysis ⭐ 62

sentiment-analysis

Twitter Sentiment ⭐ 62

Sentiment Analysis of Twitter Feeds

Senti Py ⭐ 62

A sentiment Analysis classifier in spanish

Jewelcrawler ⭐ 62

豆瓣电影爬虫——a crawler which is able to crawl movie detail and short comments, save them to database mysql, also include Sentiment analysis based on comments

Sentiment Analysis With Convolutional Networks ⭐ 62

Convolutional Neural Network model for Sentiment Analysis of IMDB movie reviews

Papers, models and datasets for Aspect-Category Sentiment Analysis.

Twitter Sentiment Analysis ⭐ 62

This script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event

A TensorFlow implementation for "Recurrent Attention Network on Memory for Aspect Sentiment Analysis"

Alchemyapi Recipes Twitter ⭐ 61

A simple example application that will connect to the Twitter API, run a search, gather tweets, and then calculate the sentiment of each Tweet using AlchemyAPI's text analysis functions for sentiment analysis.

Imn E2e Absa ⭐ 61

Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.

Realtime Chat With Sentiment ⭐ 61

Lstm_sentence_classifier ⭐ 61

LSTM-based Models for Sentence Classification in PyTorch

Twitter Viz Demo ⭐ 61

Twitter visualizaton experiment using various python-based technologies.

Bidisentiment ⭐ 60

Two-way deep RNN for sentiment classification.

Sohu Baseline ⭐ 60

搜狐校园算法大赛baseline

Digikala Sentiment Lstm ⭐ 60

🧠 Trains a simple LSTM model on the Digikala product comment dataset for the sentiment classification task

Stormtweetssentimentanalysis ⭐ 60

Computes sentiment analysis of tweets of US States in real-time using Storm.

Pattern.nlp ⭐ 60

R package to perform sentiment analysis and Parts of Speech tagging for Dutch/French/English/German/Spanish/Italian

Capsule Pytorch ⭐ 59

A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)

Bert Sentiment Classification ⭐ 58

Use BERT pre-trained model to do sentiment classification

Affectivetweets ⭐ 58

A WEKA package for analyzing emotion and sentiment of tweets.

Social Analysis based on Whatsapp data

High-quality parallel resource on sentiment analysis for 10 low-resource Indonesian languages, English, and Indonesian (Outstanding Paper at EACL 2023)

Strtsmrt ⭐ 57

Stock price trend prediction with news sentiment analysis using deep learning

Watson Discovery Ui ⭐ 57

Develop a fully featured Node.js web app built on the Watson Discovery Service

Semi Supervised Baselines ⭐ 57

Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)

Twitter Sentiment Analysis ⭐ 56

Twitter Sentiment Analysis For Turkish Language

Twitter_to_csv ⭐ 56

Dump the Twitter stream to JSON and CSV, then apply filters, reject non-English content, do sentiment analysis, and more.

Node Alchemy ⭐ 56

An Alchemy API library for Node.JS

Pyspider Stock ⭐ 56

A project using pyspider to collect data and NLP techs to analyze the correlation among the data

Predicting the stock market with sentiment analysis and LSTM techniques

Open Set Da ⭐ 55

Open set domain adaptation

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。

Aspectbasedsentimentanalysis ⭐ 55

Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion target), this aspect-polarity extraction is known as ABSA.

Twitter Sentiment Tracker ⭐ 55

Dash app for classifying tweets in real-time

Tieba Api Sentiment ⭐ 54

▶️ 贴吧API 微信智能控制贴吧舆情监控关键词分析热点分析 python3 爬虫

Delayed Memory Update Entnet ⭐ 54

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-based Sentiment Analysis, published at NAACL 2018

Pandas_twitter ⭐ 54

Analyzing Trump's tweets using Python (Pandas + Twitter workshop)

Entitysentiment ⭐ 54

Entity level sentiment analysis for product reviews using deep learning

Textmood ⭐ 53

A Xamarin + IoT + Azure sample that detects the sentiment of incoming text messages, performs sentiment analysis on the text, and changes the color of a Philips Hue lightbulb

Tensorfusionnetworks ⭐ 53

Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.

Jrxy_python_course ⭐ 53

Python in Finance

Word2vec Movies ⭐ 53

Bag of words meets bags of popcorn in Python 3 中文教程

Movie Review Sentiment Analysis Lstm Pytorch ⭐ 53

Classifying movie reviews as positive or negative using Word2Vec Embeddings & LSTM network

Amazon Rekognition Engagement Meter ⭐ 53

The Engagement Meter calculates and shows engagement levels of an audience participating in a meeting

sina weibo capture and sentiment classification

Pysentiment ⭐ 53

A library for sentiment analysis in dictionary framework.

Sentiment And Emotion ⭐ 53

DEPRECATED: this repo is no longer actively maintained

Wisesight Sentiment ⭐ 53

Thai Social Media Sentiment Dataset

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