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1,636 search results found

Machinelearning ⭐ 8,731

ML.NET is an open source and cross-platform machine learning framework for .NET.

Nlp.js ⭐ 5,944

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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

Sentiment ⭐ 2,208

AFINN-based sentiment analysis for Node.js.

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

Datasciencer ⭐ 1,497

a curated list of R tutorials for Data Science, NLP and Machine Learning

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.

Similarity ⭐ 1,239

similarity: Text similarity calculation Toolkit for Java. 文本相似度计算工具包，java编写，可用于文本相似度计算、情感分析等任务，开箱即用。

Tidytext ⭐ 1,136

Text mining using tidy tools ✨📄✨

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.

Wink Nlp ⭐ 1,057

Developer friendly Natural Language Processing ✨

Kobert ⭐ 1,035

Korean BERT pre-trained cased (KoBERT)

Sentiment Discovery ⭐ 997

Unsupervised Language Modeling at scale for robust sentiment classification

Nlp Library ⭐ 955

curated collection of papers for the nlp practitioner 📖👩‍🔬

Getting Things Done With Pytorch ⭐ 873

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.

Lstm Sentiment Analysis ⭐ 844

Sentiment Analysis with LSTMs in Tensorflow

Finbert ⭐ 822

Financial Sentiment Analysis with BERT

Treelstm ⭐ 782

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

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. 😥😟😱😤

Ntu_ml2017_hung Yi Lee_hw ⭐ 726

NTU ML2017 Spring and Fall Homework Hung-yi_Li 李宏毅老师机器学习课程作业

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

Word2vec Sentiments ⭐ 632

Tutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")

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.

Natural Language Processing Specialization ⭐ 624

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

Tutorials ⭐ 552

Code for some of my articles

Deep Learning Illustrated ⭐ 543

Deep Learning Illustrated (2020)

Hands On Nltk Tutorial ⭐ 534

The hands-on NLTK tutorial for NLP in Python

Data Science Your Way ⭐ 532

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

Awesome Sentiment Analysis ⭐ 513

Repository with all what is necessary for sentiment analysis and related areas

Sunny Side Up ⭐ 512

Sentiment Analysis Challenge

Sentiment_analysis_fine_grain ⭐ 504

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

MMSA is a unified framework for Multimodal Sentiment Analysis.

Sentimental ⭐ 490

A sentiment analysis module for node.js

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

Informers ⭐ 447

State-of-the-art natural language processing for Ruby

Sagemaker Deployment ⭐ 445

Code and associated files for the deploying ML models within AWS SageMaker

Sentimental ⭐ 428

Simple sentiment analysis with Ruby

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)

AFINN sentiment analysis in Python

Twitter Sentiment Analysis Tutorial 201107 ⭐ 373

Code to reproduce the simple sentiment analysis from my presentation

German Nlp ⭐ 360

Curated list of open-access/open-source/off-the-shelf resources and tools developed with a particular focus on German

Sentimentr ⭐ 357

Dictionary based sentiment analysis that considers valence shifters

Language sentiment analysis and neural networks... for trolls.

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

Syuzhet ⭐ 322

An R package for the extraction of sentiment and sentiment-based plot arcs from text

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

Aspect Based Sentiment Analysis ⭐ 288

A paper list for aspect based sentiment analysis.

Vadersharp ⭐ 285

Sentiment analysis using VADER with C#

Foss Heartbeat ⭐ 285

(Unmaintained) FOSS Heartbeat analyses the health of a community of contributors. 💓

Naive Bayes SVM for Sentiment Analysis

Neural Sentiment Classification

Awesome Nlp Sentiment Analysis ⭐ 275

📖 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原因识别、评价对象和评价词抽取方面。

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

Absapapers ⭐ 268

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

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

Notebooks ⭐ 262

atoti notebooks gallery

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.

Finnlp Progress ⭐ 254

NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.

Indic Bert ⭐ 253

BERT-based Multilingual Model for Indian Languages

Td Lstm ⭐ 252

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

Awesome Sentiment Analysis ⭐ 251

Reading list for Awesome Sentiment Analysis papers

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.

Nlp Papers ⭐ 248

Papers I have read, mainly about NLP. Welcome everyone to supplement in issue.

Sentiwordnet ⭐ 247

The SentiWordNet sentiment lexicon

Tweetfeels ⭐ 246

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

Sentiment Analysis with Ensemble

Hackernews ⭐ 237

A .NET MAUI app for displaying the top posts on Hacker News that demonstrates text sentiment analysis gathered using artificial intelligence

Tree_rnn ⭐ 236

Theano implementation of Tree RNNs aka Recursive Neural Networks.

Salient ⭐ 225

Machine Learning, Natural Language Processing and Sentiment Analysis Toolkit for Node.js

Bayesian_sentiment_analysis ⭐ 222

Pragmatic & Practical Bayesian Sentiment Classifier

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

E2e Tbsa ⭐ 222

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

Tweeteval ⭐ 218

Repository for TweetEval

Awesome Emotion Recognition In Conversations ⭐ 216

A comprehensive reading list for Emotion Recognition in Conversations

Finbert ⭐ 211

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

Linusrants ⭐ 208

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

Visualizing And Understanding Neural Models In Nlp ⭐ 206

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