sentiment-analysis

There are 125 repositories under sentiment-analysis topic.

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 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis and 🖼 Diffusion AIGC system etc.
nlp seq2seq embedding bert ernie paddlenlp pretrained-models transformers information-extraction question-answering search-engine semantic-analysis sentiment-analysis neural-search uie image-generation document-intelligence stable-diffusion aigc compression
Language:Python 9182
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 8486
axa-group / nlp.js
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
nlp nlu nodejs sentiment-analysis natural-language-processing bot bots chatbot conversational-ai javascript entity-extraction classifier hacktoberfest
Language:JavaScript 5623
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 4948
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings
Language:Jupyter Notebook 3922
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 3263
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 3180
thisandagain / sentiment
AFINN-based sentiment analysis for Node.js.
sentiment afinn javascript nlp analysis sentiment-analysis
Language:JavaScript 2583
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.
pytorch deep-learning machine-learning computer-vision object-detection face-detection face-recognition time-series time-series-forecasting coronavirus tutorial lstm anomaly-detection time-series-anomaly-detection bert sentiment-analysis transformer nlp transfer-learning yolo
Language:Jupyter Notebook 1957
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 1935
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 1830
guillaume-be / rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
deep-learning nlp transformer bert rust-lang rust machine-learning ner sentiment-analysis question-answering language-generation gpt-2 roberta gpt bart electra translation
Language:Rust 1823
songyouwei / ABSA-PyTorch
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
sentiment-analysis aspect-based-sentiment-analysis bert attention natural-language-processing nlp sentiment-classification
Language:Python 1776
baidu / Senta
Baidu's open-source Sentiment Analysis System.
natural-language-processing sentiment-analysis sentiment-classification paddlepaddle aspect-level-sentiment opinion-target-extraction
Language:Python 1720
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 1702
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 1554
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 1360
RubensZimbres / Repo-2017
My first Python repo with codes in Machine Learning, NLP and Deep 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 1172
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
1171
conv-emotion
declare-lab / conv-emotion
This repo contains implementation of different architectures for emotion recognition in conversations.
conversational-agents conversational-ai dialogue-systems emotion-analysis emotion-recognition emotion-recognition-in-conversation lstm memory-network natural-language-processing natural-language-understanding pretrained-models pytorch sentiment-analysis
Language:Python 1138
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 1047
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 997
wink-nlp
winkjs / wink-nlp
Developer friendly Natural Language Processing ✨
natural-language-processing nlp tokenize sbd sentence-boundary-detection negation-handling sentiment-analysis pos-tagging ner named-entity-extraction custom-entity-detection word-vectors visualization pattern-matching wink wink-nlp chatbot hacktoberfest bm25 vectorizer
Language:JavaScript 980
adeshpande3 / LSTM-Sentiment-Analysis
Sentiment Analysis with LSTMs in Tensorflow
sentiment-analysis tensorflow lstm rnn
Language:Jupyter Notebook 952
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 906
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 895
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
895
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 872
anfederico / stocktalk
Data collection tool for social media analytics
data-mining sentiment-analysis twitter
Language:Python 846
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
775
ilivans / tf-rnn-attention
Tensorflow implementation of attention mechanism for text classification tasks.
attention tensorflow rnn text-classification sentiment-analysis
Language:Python 749
linusrants
corollari / linusrants
Dataset of Linus Torvalds' rants classified by negativity using sentiment analysis
linus-rants dataset sentiment-analysis linus-torvalds linus
Language:Python 702
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 675
JohnSnowLabs / nlu
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.
nlu natural-language-understanding sentiment-classifier text-classification transformers language-detection named-entity-recognition seq2seq t5 lemmatizer spell-checker sentence-embeddings sentiment-analysis bert-embedding text-summarization text-translation streamlit pandas dependency-parsing entity-resolution
Language:Python 666
Edward1Chou / SentimentAnalysis
文本情感分析
lstm sentiment-analysis keras
Language:Jupyter Notebook 649
declare-lab / MELD
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation
emotion-recognition sentiment-analysis multimodal-sentiment-analysis multimodal-interactions dialogue-systems conversational-ai chatbot personality-traits personality-profiling emotion dialogue emotion-detection multimodal-emotion-recognition emotion-recognition-in-conversation
Language:Python 632

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