Awesome Open Source

Programming Languages

Search results for python sentiment analysis

sentiment-analysis x

564 search results found

Paddlenlp ⭐ 10,908

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

Pattern ⭐ 8,519

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

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

Repo 2017 ⭐ 1,146

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

Conv Emotion ⭐ 1,146

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

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.

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

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. 😥😟😱😤

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.

Bertweet ⭐ 542

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Sentibridge ⭐ 488

SentiBridge: A Knowledge Base for Entity-Sentiment Representation

Sentiment Analysis In Event Driven Stock Price Movement Prediction ⭐ 462

Use NLP to predict stock price movement associated with news

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

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.

Dostoevsky ⭐ 296

Sentiment analysis library for russian language

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!

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.

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

Tweetnlp ⭐ 226

TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction, and named entity recognition, powered by state-of-the-art language models specialised on Twitter.

[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

Hey Jetson ⭐ 189

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

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

Fin Maestro Web ⭐ 168

Find your trading, investing edge using the most advanced web app for technical and fundamental research combined with real time sentiment analysis.

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.

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

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

Fine Grained Sentiment ⭐ 126

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

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.

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)

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

Rnn Text Classification Tf ⭐ 112

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

Pymlask ⭐ 110

Emotion analyzer for Japanese text

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

A pythonic wrapper for Stanford CoreNLP.

Absa_keras ⭐ 103

Keras Implementation of Aspect based Sentiment Analysis

Tasksource ⭐ 103

Datasets collection and standardization preprocessings for NLP extreme multitask learning

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.

Evaluation Of Chatgpt On Information Extraction ⭐ 100

An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extraction (EE) and Aspect-based Sentiment Analysis (ABSA).

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

Dictionary based Sentiment Analysis for Japanese

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. #️⃣ 🐦

🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀

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

Related Searches

Python Django (28,897)

Python Machine Learning (20,195)

Python Dataset (14,792)

Python Pytorch (14,668)

Python Flask (14,408)

Python Docker (13,757)

Python Tensorflow (13,737)

Python Command Line (13,351)

Python Deep Learning (13,092)

Python Jupyter Notebook (12,976)

1-100 of 564 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.