Top 297 sentiment-analysis open source projects

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

Aspect Based Sentiment Analysis

Your Advanced Twitter stalking tool

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

😡😇 Stanford Sentiment Treebank loader in Python

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

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"

Financial Web Scraper & Sentiment Classifier

Context-Dependent Sentiment Analysis in User-Generated Videos

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

🍊 📄 Text Mining add-on for Orange3

细粒度用户评论情感分析

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Baidu's open-source Sentiment Analysis System.

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

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

A sentiment and emotion analysis server in Python

基于Word2Vec+SVM对电商的评论数据进行情感分析

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

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

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

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

sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification

Sentiment Analysis on the First Republic Party debate in 2016 based on Python,NLTK and ML.

Arabic support for textblob

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

The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction

📚 Text classification library with Keras

Meta learning with BERT as a learner

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

Dictionary based Sentiment Analysis for Japanese

Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

Code for the Kaggle competition "Bag of Words Meets Bags of Popcorn"

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

Machine learning based text classification in JavaScript using n-grams and cosine similarity

ML that can extract german and english sentiment

A collection of over 1.5 Million tweets data translated to French, with their sentiment.

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

All about Neural Networks!

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.

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

Naive Bayes text classification implementation as an OmniCat classifier strategy. (#ruby #naivebayes)

A real time Tweet Trend Map and Sentiment Analysis web application with kafka, Angular, Spring Boot, Flink, Elasticsearch, Kibana, Docker and Kubernetes deployed on the cloud

Sentiment Analysis with LSTMs in Tensorflow

Sentimental analysis using keras in python

Twitter Sentiment Analysis with Gensim Word2Vec and Keras Convolutional Network

Curated List: Practical Natural Language Processing done in Ruby

Opinion mining of Mobile reviews on Amazon platform

😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

Data collection tool for social media analytics

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Tensorflow implementation of attention mechanism for text classification tasks.

This repo contains implementation of different architectures for emotion recognition in conversations.

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首等功能

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

SentiBridge: A Knowledge Base for Entity-Sentiment Representation

Use NLP to predict stock price movement associated with news