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Top 58 sentiment-classification open source projects

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

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

✭ 203

python tensorflow keras natural-language-processing recurrent-neural-networks attention-mechanism language-model natural-language-understanding machine-translation text-generation sentiment-classification

Tensorflow Ml Nlp

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

✭ 176

jupyter-notebook tensorflow nlp chatbot numpy pandas transformer seq2seq sklearn xgboost logistic-regression random-forest nltk similarity sentiment-classification

Multimodal Sentiment Analysis

Attention-based multimodal fusion for sentiment analysis

✭ 172

python tensorflow natural-language-processing lstm sentiment-analysis attention-mechanism attention dialogue-systems sentiment-classification

Text Emotion Classification

Archived - not answering issues

✭ 165

jupyter-notebook nlp keras deep-neural-networks sentiment-classification

Twitter Sentiment Cnn

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

✭ 143

python deep-learning tensorflow nlp twitter sentiment-classification

Absa keras

Keras Implementation of Aspect based Sentiment Analysis

✭ 126

python sentiment-analysis attention-mechanism attention sentiment-classification

Dan Jurafsky Chris Manning Nlp

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

✭ 124

java nlp parser parsing text-classification sentiment-analysis named-entity-recognition ner question-answering nlp-machine-learning information-retrieval regular-expression text-processing information-extraction regular-expressions sentiment-classification

Context

ConText v4: Neural networks for text categorization

✭ 120

deep-learning neural-network convolutional-neural-networks gpu lstm text-classification sentiment-analysis sentiment-classification

Cnn Yelp Challenge 2016 Sentiment Classification

IPython Notebook for training a word-level Convolutional Neural Network model for sentiment classification task on Yelp-Challenge-2016 review dataset.

✭ 106

jupyter-notebook deep-learning artificial-intelligence sentiment-classification cnn-model

Treelstmsentiment

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

✭ 104

python pytorch sentiment-classification

Tia

Your Advanced Twitter stalking tool

✭ 98

jupyter-notebook machine-learning nlp twitter osint text-classification sentiment-analysis social-media twitter-api sentiment-classification

Pytorch Sentiment Classification

LSTM and CNN sentiment analysis

✭ 89

python pytorch lstm classification sentiment-classification sentiment

Lc Absa

Training & Inferring & Reproducing for SOTA ABSA models

✭ 76

python sentiment-classification

Nlp Tutorial

A list of NLP(Natural Language Processing) tutorials

✭ 1,188

jupyter-notebook nlp natural-language-processing text-classification neural-machine-translation sentiment-classification

Senta

Baidu's open-source Sentiment Analysis System.

✭ 1,187

python natural-language-processing sentiment-analysis sentiment-classification

Absa Pytorch

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

✭ 1,181

python nlp natural-language-processing sentiment-analysis attention sentiment-classification

Twitter Sentiment Analysis

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

✭ 978

python machine-learning keras cnn deeplearning lstm sentiment-analysis sentiment-classification

Tensorflow Sentiment Analysis On Amazon Reviews Data

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.

✭ 34

python tensorflow lstm text-classification sentiment-analysis tensorflow-tutorials tensorflow-examples lstm-neural-networks gru sentiment-classification tensorflow-experiments low-level

Text Classification Pytorch

Text classification using deep learning models in Pytorch

✭ 683

python pytorch text-classification attention-model glove sentiment-classification

Awesome Sentiment Analysis

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

✭ 459

nlp sentiment-analysis nlp-machine-learning text-mining text-analysis sentiment-classification

hashformers

Hashformers is a framework for hashtag segmentation with transformers.

✭ 18

Jupyter Notebook python nlp natural-language-processing twitter deep-learning sentiment-analysis transformers twitter-sentiment-analysis word-segmentation sentiment-polarity sentiment-classification tweet-analysis hashtag-segmentor tweets-classification transformers-gpt2

ML2017FALL

Machine Learning (EE 5184) in NTU

✭ 66

Jupyter Notebook machine-learning sentiment-analysis text-classification clustering cnn rnn image-classification recommender-system pm25 predictive-modeling unsupervised-learning sentiment-classification recommendation-algorithm

KoBERT-nsmc

Naver movie review sentiment classification with KoBERT

✭ 57

python movie-reviews bert sentiment-classification kobert nsmc distilkobert

billboard

🎤 Lyrics/associated NLP data for Billboard's Top 100, 1950-2015.

wink-sentiment

Accurate and fast sentiment scoring of phrases with #hashtags, emoticons :) & emojis 🎉

✭ 51

javascript emoji nlp hashtag sentiment-analysis sentiment emoticons wink sentiment-classification sentiment-scores

NewsMTSC

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.

✭ 54

python deep-learning sentiment-analysis text-classification cuda pytorch dataset tsc news-articles sentiment-classification

Fast-Dawid-Skene

Code for the algorithms in the paper: Vaibhav B Sinha, Sukrut Rao, Vineeth N Balasubramanian. Fast Dawid-Skene: A Fast Vote Aggregation Scheme for Sentiment Classification. KDD WISDOM 2018

✭ 35

python expectation-maximization crowdsourcing sentiment-classification crowdsourced-aggregation

SentimentAnalysis

Sentiment Analysis: Deep Bi-LSTM+attention model

✭ 32

python nlp deep-neural-networks twitter deep-learning sentiment-analysis neural-network word-embeddings pytorch embeddings lstm deeplearning computational-linguistics semeval attention-mechanism nlp-machine-learning twitter-messages sentiment-classification semeval-sentiment

NTUA-slp-nlp

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

✭ 19

Jupyter Notebook python shell Makefile automata deep-learning sentiment-analysis word2vec word-embeddings attention transfer-learning attention-mechanism nlp-machine-learning lstm-neural-networks sentiment-classification openfst glove-embeddings rnn-pytorch kaldi-asr

nsmc-zeppelin-notebook

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

✭ 26

machine-learning spark text-classification zeppelin sentiment-classification zeppelin-notebook spark-ml

pysenti

Chinese Sentiment Classification Tool. 情感极性分类，基于知网、清华、BosonNLP情感词典，易扩展，基准方法，开箱即用。

✭ 31

python nlp sentiment-classification

sentistrength id

Sentiment Strength Detection in Bahasa Indonesia

✭ 32

python sentiment-analysis opinion-mining sentiment-polarity sentiment-classification sentiment-lexicons sentistrength

domain-attention

codes for paper "Domain Attention Model for Multi-Domain Sentiment Classification"

✭ 22

python multi-domain attention-mechanism sentiment-classification

HSSC

Code for "A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification" (IJCAI 2018)

✭ 23

python nlp deep-learning summarization sentiment-classification

keras-with-google-cloud-ml-engine

Build A Chinese Movie Sentiment Classifier with Keras and Google Cloud ML Engine

✭ 16

python shell tensorflow keras sentiment-classification google-cloud-ml

bert-movie-reviews-sentiment-classifier

Build a Movie Reviews Sentiment Classifier with Google's BERT Language Model

✭ 12

Jupyter Notebook python machine-learning deep-learning language-model movie-reviews sentimental-analysis bert sentiment-classifier sentiment-classification bert-model

Deep-learning-And-Paper

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

✭ 62

Jupyter Notebook python ai deep-learning book speech-recognition speech-to-text papers speaker-verification automl sentiment-classification meachinelearning

COVID-19-Tweet-Classification-using-Roberta-and-Bert-Simple-Transformers

Rank 1 / 216

✭ 24

Jupyter Notebook sentiment-analysis text-classification transformers transformer classification tweet bert sentiment-classification textclassification roberta covid-19 covid19

Dataset-Sentimen-Analisis-Bahasa-Indonesia

Repositori ini merupakan kumpulan dataset terkait analisis sentimen Berbahasa Indonesia. Apabila Anda menggunakan dataset-dataset yang ada pada repositori ini untuk penelitian, maka cantumkanlah/kutiplah jurnal artikel terkait dataset tersebut. Dataset yang tersedia telah diimplementasikan dalam beberapa penelitian dan hasilnya telah dipublikasi…

✭ 38

nlp sentiment-analysis datasets indonesian-language bahasa-indonesia sentiment-classification

Text tone analyzer

Система, анализирующая тональность текстов и высказываний.

✭ 15

python sentiment-analysis text-classification emotion-analysis sentiment-analyser sentiment-classifier delta-tf-idf sentiment-classification lemmatization emotion-detection pymorphy2

HierarchicalAttentionNetworks

Hierarchical Attention Networks for Document Classification in Keras

✭ 70

python hierarchical-attention-networks hierarchical-models sentiment-classification keras-tensorflow imdb-sentiment-analysis

ACAN

Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification

✭ 23

python sentiment-classification domain-adaptation unsupervised-domain-adaptation

cnn-text-classification

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

✭ 108

Jupyter Notebook python nlp deep-learning text-classification tensorflow keras cnn imdb convolutional-neural-networks binary-classification sentiment-classification yelp-dataset multiclass-classification imdb-dataset

arabic-sentiment-analysis

Sentiment Analysis in Arabic tweets

✭ 64

Jupyter Notebook python shell tweets sentiment-analysis sentiment-classification arabic-nlp

StockerBot

Twitter Bot to follow financial trends in publicly traded companies

✭ 77

javascript python Jupyter Notebook bots twitter-api financial-data financial-analysis sentiment-classification

banglabert

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

german-sentiment

A data set and model for german sentiment classification.

✭ 37

python shell machine-learning deep-learning sentiment-analysis transformer fasttext sentiment-classification german-language bert-model

german-sentiment-lib

An easy to use python package for deep learning-based german sentiment classification.

✭ 33

python machine-learning deep-learning sentiment-analysis german sentiment-classification bert-model

brand-sentiment-analysis

Scripts utilizing Heartex platform to build brand sentiment analysis from the news

✭ 21

CSS javascript python HTML nlp natural-language-processing sentiment-analysis sentiment transfer-learning nlp-machine-learning sentiment-analyser sentiment-classification nlp-sentiment-classifier lstm-sentiment-analysis tensorflow-text-classifiers nlp-tutorial

analyzing-reddit-sentiment-with-aws

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.

✭ 40

python real-time reddit sentiment-analysis data-stream tutorials data-lake kinesis-firehose self-learning sentiment-classification amazon-athena aws-glue delivery-stream

sentiment analysis dict

sentiment analysis、情感分析、文本分类、基于字典、python、classification

✭ 111

python sentiment-analysis dictionary sentiment-classification

empythy

Automated NLP sentiment predictions- batteries included, or use your own data

✭ 17

python nlp machine-learning sentiment machinelearning nlp-library nlp-machine-learning batteries-included sentiment-classifier sentiment-classification automated-machine-learning nlp-sentiment-classifier sentiment-predictions

Senti4SD

An emotion-polarity classifier specifically trained on developers' communication channels

✭ 41

r shell sentiment-analysis sentiment emotion sentiment-polarity sentiment-analyser sentiment-classifier sentiment-classification polarity

Text-Classification-PyTorch

Implementation of papers for text classification task on SST-1/SST-2

✭ 57

python nlp text-classification sentiment-classification textcnn bilstm-attention

levheimcube

No description or website provided.

✭ 11

Jupyter Notebook python natural-language-processing sentiment-analysis sentiment-classification levheim-cube

Sentiment-analysis-amazon-Products-Reviews

NLP with NLTK for Sentiment analysis amazon Products Reviews

✭ 37

Jupyter Notebook nlp django sentiment-analysis text-classification keras nltk t-sne acp lstm-neural-networks sentiment-classification gensim-word2vec lstm-sentiment-analysis amazon-product

SharkStock

Automate swing trading using deep reinforcement learning. The deep deterministic policy gradient-based neural network model trains to choose an action to sell, buy, or hold the stocks to maximize the gain in asset value. The paper also acknowledges the need for a system that predicts the trend in stock value to work along with the reinforcement …

✭ 63

python trading-bot deep-reinforcement-learning recurrent-neural-networks stock-market policy-gradient convolutional-neural-networks sentiment-classification

1-58 of 58 sentiment-classification projects