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Search results for python sentiment analysis

sentiment-analysis x

468 search results found

Cluedatasetsearch ⭐ 2,778

搜索所有中文NLP数据集，附常用英文NLP数据集

Harvesttext ⭐ 2,055

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）

Absa Pytorch ⭐ 1,782

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

Stocksight ⭐ 1,557

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

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.

Bulbea ⭐ 1,203

🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling

Conv Emotion ⭐ 1,146

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

Repo 2017 ⭐ 1,146

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

Obsei ⭐ 1,020

Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

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，句子表征及文本相似度计算等功能

Tutorials ⭐ 847

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Awesome Sentiment Analysis ⭐ 770

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

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

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.

Sentiment Analysis In Event Driven Stock Price Movement Prediction ⭐ 462

Use NLP to predict stock price movement associated with news

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

Aspect Based Sentiment Analysis ⭐ 413

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

Introduction Datascience Python Book ⭐ 385

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

Camel_tools ⭐ 351

A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.

Customer_satisfaction_analysis ⭐ 337

基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

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

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

Reactionrnn ⭐ 298

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

Bert For Rrc Absa ⭐ 273

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

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

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

Languagecrunch ⭐ 269

LanguageCrunch NLP server docker image

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.

Weibo_terminator_workflow ⭐ 259

Update Version of weibo_terminator, This is Workflow Version aim at Get Job Done!

Shifterator ⭐ 247

Interpretable data visualizations for understanding how texts differ at the word level

Tweetfeels ⭐ 246

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

[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction

Textclf ⭐ 217

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextR

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

Text Cnn Tensorflow ⭐ 211

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Linusrants ⭐ 208

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

Multimodal Sentiment Analysis ⭐ 205

Attention-based multimodal fusion for sentiment analysis

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Reddit Sentiment Analysis ⭐ 203

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

Deep Learning For Hackers ⭐ 196

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)

Nsp Bert ⭐ 194

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Darwinexlabs ⭐ 192

Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex

Mem_absa ⭐ 184

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

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

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".

Pytorch Sentiment Neuron ⭐ 171

Fsauor2018 ⭐ 164

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

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.

Fine Grained Sentiment ⭐ 126

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

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.

Twitter Sentiment Analysis ⭐ 122

Sentiment Analysis on Twitter

Orange3 Text ⭐ 120

🍊 📄 Text Mining add-on for Orange3

Aspect Extraction ⭐ 119

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

Rcnn Text Classification ⭐ 116

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Amazon Product Recommender System ⭐ 113

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

Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

A pythonic wrapper for Stanford CoreNLP.

Tasksource ⭐ 103

Datasets collection and standardization preprocessings for NLP extreme multitask learning

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.

Eeg To Text ⭐ 99

code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"

Sentiment Analysis Of Financial News Data ⭐ 98

Sentiment Analysis of news on stock prices

Hierarchical Sentiment ⭐ 96

Hierarchical Models for Sentiment Analysis in Pytorch

Thor Isa ⭐ 90

Codes for ACL 2023 paper: Reasoning Implicit Sentiment with Chain-of-Thought Prompting

Ar Embeddings ⭐ 87

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

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

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

Dialogue Understanding ⭐ 82

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

📓 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

Aspect_sentiment_classification ⭐ 81

Stock_market_sentiment_analysis ⭐ 80

股市情感分析

Large Arabic Sentiment Analysis Resouces ⭐ 77

Large Arabic Resources For Sentiment Analysis

TunBERT is the first release of a pre-trained BERT model for the Tunisian dialect using a Tunisian Common-Crawl-based dataset. TunBERT was applied to three NLP downstream tasks: Sentiment Analysis (SA), Tunisian Dialect Identification (TDI) and Reading Comprehension Question-Answering (RCQA)

Nlpserver ⭐ 74

NLP Web Service

A sentiment and emotion analysis server in Python

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.

Essential NLP & ML, short & fast pure Python code

Sentiment Analysis ⭐ 65

细粒度用户评论情感分析

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

Deep Atrous Cnn Sentiment ⭐ 63

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

Nlpcloud Python ⭐ 63

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

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

Twitter Sentiment ⭐ 62

Sentiment Analysis of Twitter Feeds

Senticnetapi ⭐ 61

Simple API to use SenticNet

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

Semeval22_structured_sentiment ⭐ 60

SemEval-2022 Shared Task 10: Structured Sentiment Analysis

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)

Ntua Slp Semeval2018 ⭐ 58

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

Uabsa Symux ⭐ 58

Codes for the IJCAI2022 paper: Inheriting the Wisdom of Predecessors: A Multiplex Cascade Framework for Unified Aspect-based Sentiment Analysis

Strtsmrt ⭐ 57

Stock price trend prediction with news sentiment analysis using deep learning

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