sentiment-analysis

There are 105 repositories under sentiment-analysis topic.

clips / pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
python machine-learning natural-language-processing web-mining wordnet sentiment-analysis network-analysis
Language:Python 8260
PaddleNLP
PaddlePaddle / PaddleNLP
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
nlp transformer seq2seq embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search uie
Language:Python 5097
axa-group / nlp.js
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
bot bots chatbot classifier conversational-ai entity-extraction hacktoberfest javascript natural-language-processing nlp nlu nodejs sentiment-analysis
Language:JavaScript 5040
udacity / deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
convolutional-networks deep-learning neural-network pytorch recurrent-networks sentiment-analysis style-transfer
Language:Jupyter Notebook 4695
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 3555
spark-nlp
JohnSnowLabs / spark-nlp
State of the Art Natural Language Processing
nlp natural-language-processing spark spark-ml pyspark named-entity-recognition sentiment-analysis lemmatizer spell-checker entity-extraction part-of-speech-tagger bert transformers albert xlnet tensorflow language-detection seq2seq machine-translation text-classification
Language:Scala 2865
CLUEbenchmark / CLUEDatasetSearch
搜索所有中文NLP数据集，附常用英文NLP数据集
nlp datasets chinese ner qa match text-classification machine-translation knowledge-graph corpus machine-reading-comprehension sentiment-analysis text-similarity text-summarization
Language:Python 2590
thisandagain / sentiment
AFINN-based sentiment analysis for Node.js.
sentiment afinn javascript nlp analysis sentiment-analysis
Language:JavaScript 2537
achillesrasquinha / bulbea
:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling
deep-learning stock-market machine-learning finance sentiment-analysis quantitative-finance quantitative-trading stock-market-prediction stock-prediction python-library prediction
Language:Python 1703
curiousily / Getting-Things-Done-with-Pytorch
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.
anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo
Language:Jupyter Notebook 1657
blmoistawinde / HarvestText
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），无监督或弱监督方法
nlp sentiment-analysis new-word-discovery unsupervised text-summarization named-entity-recognition dependency-parser text-segmentation text-cleaning pyhanlp harvesttext keyword-extraction gitee
Language:Python 1643
songyouwei / ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
aspect-based-sentiment-analysis attention bert natural-language-processing nlp sentiment-analysis sentiment-classification
Language:Python 1607
baidu / Senta
Baidu's open-source Sentiment Analysis System.
aspect-level-sentiment natural-language-processing opinion-target-extraction paddlepaddle sentiment-analysis sentiment-classification
Language:Python 1590
shirosaidev / stocksight
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
stock-market stock-prediction python tweepy sentiment-analysis textblob twitter-streaming-api twitter-sentiment-analysis nltk natural-language-processing twitter vader-sentiment-analysis stock-price-prediction stock-analysis stock-analyzer sentiment elasticsearch
Language:Python 1479
text-analytics-with-python
dipanjanS / text-analytics-with-python
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.
text-analytics text-summarization text-classification python natural-language natural-language-processing clustering sentiment semantic sentiment-analysis nltk stanford-nlp spacy pattern scikit-learn gensim
Language:Jupyter Notebook 1428
abdulfatir / twitter-sentiment-analysis
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
machine-learning deeplearning sentiment-analysis sentiment-classification cnn keras python lstm
Language:Python 1243
RubensZimbres / Repo-2017
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
anomaly-detection deep-learning autoencoder keras keras-models denoising-autoencoders generative-adversarial-network glove keras-layer word2vec nlp natural-language-processing sentiment-analysis opencv segnet resnet-50 variational-autoencoder t-sne svm-classifier latent-dirichlet-allocation
Language:Python 1160
charlesXu86 / Chatbot_CN
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
deep-learning chatbot-cn tenserflow-serving intent-detection django-restful reinforcement-learning knowledge-graph slot-filling dialogue-systems ir oriented-dialogs sentiment-analysis tensorflow ner nlu nlg attention-mechanism text-correct text-classification recommendation
1048
guillaume-be / rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation
Language:Rust 1025
conv-emotion
declare-lab / conv-emotion
This repo contains implementation of different architectures for emotion recognition in conversations.
dialogue-systems conversational-agents conversational-ai emotion-recognition emotion-analysis sentiment-analysis pretrained-models natural-language-processing natural-language-understanding memory-network lstm pytorch emotion-recognition-in-conversation
Language:Python 973
arbox / nlp-with-ruby
Curated List: Practical Natural Language Processing done in Ruby
machine-learning natural-language-processing ruby nlp sentiment-analysis pos-tag awesome awesome-list list computational-linguistics rubynlp rubyml
Language:Ruby 956
adeshpande3 / LSTM-Sentiment-Analysis
Sentiment Analysis with LSTMs in Tensorflow
lstm rnn sentiment-analysis tensorflow
Language:Jupyter Notebook 934
SeanLee97 / xmnlp
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
pinyin nlp spell-checker radical sentiment-analysis ner lexical-analysis segmentation postagging sentence-embeddings sentence-similarity
Language:Python 899
xiamx / awesome-sentiment-analysis
😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤
sentiment-analysis awesome-list machine-learning deep-learning supervised-machine-learning python nlp linguistics
879
anfederico / stocktalk
Data collection tool for social media analytics
data-mining sentiment-analysis twitter
Language:Python 818
curiousily / Deep-Learning-For-Hackers
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)
deep-learning tensorflow machine-learning artificial-intelligence python keras neural-networks jupyter-notebooks tensorflow-tutorial lstms autoencoders object-detection image-augmentation time-series-forecasting time-series-classification anomaly-detection sentiment-analysis intent-recognition bert
Language:Jupyter Notebook 818
towardsai / tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
machine-learning data-science deep-learning neural-networks math nlp python programming python-tutorial tutorial mathematics google-colab monte-carlo-simulation linear-algebra recommendation-system collaborative-filtering sentiment-analysis
Language:Jupyter Notebook 783
ilivans / tf-rnn-attention
Tensorflow implementation of attention mechanism for text classification tasks.
attention tensorflow rnn text-classification sentiment-analysis
Language:Python 751
obsei
obsei / obsei
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 .
artificial-intelligence natural-language-processing sentiment-analysis workflow social-network-analysis customer-engagement text-analysis text-analytics python nlp issue-tracking-system customer-support lowcode text-classification anonymization low-code business-process-automation workflow-automation process-automation social-listening
Language:Python 700
shaypal5 / awesome-twitter-data
A list of Twitter datasets and related resources.
awesome-list awesome twitter data-science data datasets dataset machine-learning sentiment-analysis social-network social-network-analysis social-networks
691
WayneDW / Sentiment-Analysis-in-Event-Driven-Stock-Price-Movement-Prediction
Use NLP to predict stock price movement associated with news
sentiment-analysis stock-price-prediction
Language:Python 640
rainarch / SentiBridge
SentiBridge: A Knowledge Base for Entity-Sentiment Representation
knowledge-graph sentiment-analysis
Language:Python 596
Edward1Chou / SentimentAnalysis
文本情感分析
lstm sentiment-analysis keras
Language:Jupyter Notebook 576
brightmart / sentiment_analysis_fine_grain
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
bert fine-grained-classification language-model multi-label-classification online pre-train sentiment-analysis text-classification textcnn
Language:Jupyter Notebook 573
KimMeen / Weibo-Analyst
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
crawler lda sentiment-analysis weibo word-clouds
Language:Python 572
declare-lab / MELD
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation
chatbot conversational-ai dialogue dialogue-systems emotion emotion-detection emotion-recognition emotion-recognition-in-conversation multimodal-emotion-recognition multimodal-interactions multimodal-sentiment-analysis personality-profiling personality-traits sentiment-analysis
Language:Python 549

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