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Search results for python sentiment

763 search results found

Vadersentiment ⭐ 3,779

VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

Course Nlp ⭐ 3,271

A Code-First Introduction to NLP course

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Absa Pytorch ⭐ 1,782

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

Ml Class ⭐ 1,754

Machine learning lessons and teaching projects designed for engineers

Stocksight ⭐ 1,557

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

Generating Reviews Discovering Sentiment ⭐ 1,484

Code for "Learning to Generate Reviews and Discovering Sentiment"

Twitter Sentiment Analysis ⭐ 1,322

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

Senta ⭐ 1,272

Baidu's open-source Sentiment Analysis System.

Text Analytics With Python ⭐ 1,073

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.

Sentiment Discovery ⭐ 997

Unsupervised Language Modeling at scale for robust sentiment classification

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

Awesome Sentiment Analysis ⭐ 770

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

Sentimentpolarityanalysis ⭐ 674

情感极性分析repository1：基于情感词典、k-NN、Bayes、最大熵、SVM的情感极性分析

Sentiment Analysis Twitter ⭐ 628

🎓RESEARCH [NLP 💭] We use different feature sets and machine learning classifiers to determine the best combination for sentiment analysis of twitter.

Tutorials ⭐ 552

Code for some of my articles

Data Science Your Way ⭐ 532

Ways of doing Data Science Engineering and Machine Learning in R and Python

MMSA is a unified framework for Multimodal Sentiment Analysis.

Sentibridge ⭐ 488

SentiBridge: A Knowledge Base for Entity-Sentiment Representation

Chinese_sentiment ⭐ 463

中文情感分析，CNN，BI-LSTM，文本分类

Stock Market Prediction Web App Using Machine Learning And Sentiment Analysis ⭐ 460

Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation

Ajax Movie Recommendation System With Sentiment Analysis ⭐ 449

A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user

Ccf Bdci Sentiment Analysis Baseline ⭐ 416

The code for CCF-BDCI-Sentiment-Analysis-Baseline

Aspect Based Sentiment Analysis ⭐ 413

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

Weibo Analyst ⭐ 325

Social media (Weibo) comments analyzing toolbox in Chinese 微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类

Senticomment ⭐ 324

Gets the sentiment of YouTube comments

Socialsentiment ⭐ 302

Sentiment Analysis application created with Python and Dash, hosted at socialsentiment.net

Dostoevsky ⭐ 296

Sentiment analysis library for russian language

Sentiment Analysis ⭐ 296

Chinese Shopping Reviews sentiment analysis

Naive Bayes SVM for Sentiment Analysis

Neural Sentiment Classification

Bert For Rrc Absa ⭐ 273

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Post Tuto Deployment ⭐ 269

Build and deploy a machine learning app from scratch 🚀

Languagecrunch ⭐ 269

LanguageCrunch NLP server docker image

Lstm_rnn_tutorials_with_demo ⭐ 268

LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow

Al_challenger_2018_sentiment_analysis ⭐ 265

AI Challenger 2018 细粒度用户评论情感分析，排名17th，基于Aspect Level 思路的解决方案

Twitter Sent Dnn ⭐ 263

Deep Neural Network for Sentiment Analysis on Twitter

Sentimentanalysis ⭐ 260

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

Naver sentiment movie corpus

Realworldnlp ⭐ 258

Example code for "Real-World Natural Language Processing"

Hotel Review Analysis ⭐ 254

Sentiment analysis and aspect classification for hotel reviews using machine learning models with MonkeyLearn.

Indic Bert ⭐ 253

BERT-based Multilingual Model for Indian Languages

Stock Predictor ⭐ 250

Listens for Stock news on Twitter, performs sentiment analysis by mining information from an online news source, performs supervised predictive modeling and suggests buy or sell decisions of the stock. Computes portfolio returns over time.

Tweetfeels ⭐ 246

Real-time sentiment analysis in Python using twitter's streaming api

Tree_rnn ⭐ 236

Theano implementation of Tree RNNs aka Recursive Neural Networks.

E2e Tbsa ⭐ 222

A Unified Model for Opinion Target Extraction and Target Sentiment Prediction (AAAI 2019)

Linusrants ⭐ 208

Dataset of Linus Torvalds' rants classified by negativity using sentiment analysis

Reddit Sentiment Analysis ⭐ 203

This program goes thru reddit, finds the most mentioned tickers and uses Vader SentimentIntensityAnalyzer to calculate the ticker compound value.

TweeQL is a Query Language for Tweets: SELECT brand(text) AS brand, sentiment(text) AS sentiment FROM twitter_sample;

Iclr2016 ⭐ 184

Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for semantic similarity tasks at a minimum. Moreover, this code can achieve state-of-the-art results on entailment and sentiment tasks.

Mem_absa ⭐ 184

Aspect Based Sentiment Analysis using End-to-End Memory Networks

66days__naturallanguageprocessing ⭐ 181

I am sharing my Journey of 66DaysofData in Natural Language Processing.

An entry to kaggle's 'Sentiment Analysis on Movie Reviews' competition

Syfertext ⭐ 176

A privacy preserving NLP framework

Pytorch Sentiment Neuron ⭐ 171

Socialsent ⭐ 171

Code and data for inducing domain-specific sentiment lexicons.

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Fsauor2018 ⭐ 164

Code for Fine-grained Sentiment Analysis of User Reviews of AI Challenger 2018

Sentiment Web ⭐ 154

Web interface to sentiment analyzer.

Negapoji ⭐ 147

Japanese negative positive classification.日本語文書のネガポジを判定。

Style Transfer Through Back Translation ⭐ 145

Chinese Sentiment Analysis 中文文本情感分析

Text Preprocessing Techniques ⭐ 137

16 Text Preprocessing Techniques in Python for Twitter Sentiment Analysis.

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

Twitter Sentiment Cnn ⭐ 133

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

Social sentiment flagger intended to judge given text as: positive, neutral or negative.

Wallstreetbets Sentiment Analysis ⭐ 130

This program finds the most mentioned ticker on r/wallstreetbets and uses Vader SentimentIntensityAnalyzer to calculate the sentiment analysis.

Deploy Bert For Sentiment Analysis With Fastapi ⭐ 129

Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

Aspect Level Sentiment ⭐ 126

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

Review Helpfulness Prediction ⭐ 126

Project of automatically detecting review helpfulness. Using

Fine Grained Sentiment ⭐ 126

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

Real Time Stock Market Prediction Using Ensemble Dl And Rainbow Dqn ⭐ 125

Fasttext For Ai Challenger Sentiment Analysis ⭐ 123

AI Challenger 2018 Sentiment Analysis Baseline with fastText

Booksoup ⭐ 123

Booksoup allows you to analyse and traverse your downloaded facebook data, including features such as sentiment analysis and message frequency analysis over time.

Twitter Sentiment Analysis ⭐ 122

Sentiment Analysis on Twitter

Japanese sentiment analyzer implemented in Python.

Amazon Product Recommender System ⭐ 113

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Twitter Sentiment Analysis ⭐ 111

tutorial for sentiment analysis on Twitter data using Python

Sentiment Analysis ⭐ 110

How_to_do_sentiment_analysis ⭐ 106

This is the code for 'How to Do Sentiment Analysis' #3 - Intro to Deep Learning by Siraj Raval on Youtube

Absa_keras ⭐ 103

Keras Implementation of Aspect based Sentiment Analysis

Analysing_twitter ⭐ 102

Stream Tweets and store them in a relational DB. Perform sentiment analysis and network interaction.

Sentiment Analysis Aws Lambda ⭐ 100

How to deploy a Machine Learning model for sentiment analysis in the Cloud with AWS Lambda.

Sentiment Analysis Of Financial News Data ⭐ 98

Sentiment Analysis of news on stock prices

Twitter_sentiment_challenge ⭐ 96

Twitter Sentiment Analysis Challenge for Learn Python for Data Science #2 by @Sirajology on Youtube

Hierarchical Sentiment ⭐ 96

Hierarchical Models for Sentiment Analysis in Pytorch

Santiment API Python Client

Treelstmsentiment ⭐ 88

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

Keras_text_classification ⭐ 88

implement some fancy text classification models by using keras

Text_convnet ⭐ 87

Molding CNNs for text (http://arxiv.org/abs/1508.04112)

Ar Embeddings ⭐ 87

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

Dictionary based Sentiment Analysis for Japanese

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

Sentiment 2017 Imavis ⭐ 85

From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction

Mosei_umons ⭐ 84

A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis

Jobtweets ⭐ 84

🔍 This project is about searching the twitter for job opportunities using popular hashtags and applying sentiment analysis on this. #️⃣ 🐦

Pytreebank ⭐ 83

😡😇 Stanford Sentiment Treebank loader in Python

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