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The Top 23 Python Sentiment Analysis Open Source Projects

Open source projects categorized as Python Sentiment Analysis
Categories > Machine Learning > Sentiment Analysis
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.
dependent packages 19total releases 87most recent commit 3 months agopypi paddlenlp} Downloads
Pattern ⭐ 8,519
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
total releases 1most recent commit 9 months ago
Cluedatasetsearch ⭐ 2,778
搜索所有中文NLP数据集，附常用英文NLP数据集
most recent commit a year ago
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）
total releases 39most recent commit 8 months ago
Absa Pytorch ⭐ 1,782
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
most recent commit 10 months ago
Stocksight ⭐ 1,557
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
most recent commit a year ago
Twitter Sentiment Analysis ⭐ 1,322
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
most recent commit a year ago
Senta ⭐ 1,272
Baidu's open-source Sentiment Analysis System.
total releases 6most recent commit 3 years ago
Bulbea ⭐ 1,203
🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling
most recent commit 6 years ago
Repo 2017 ⭐ 1,146
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
most recent commit 2 years ago
Conv Emotion ⭐ 1,146
This repo contains implementation of different architectures for emotion recognition in conversations.
most recent commit 10 months ago
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.
most recent commit 3 years ago
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 .
total releases 14most recent commit 3 months ago
Xmnlp ⭐ 940
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
total releases 14most recent commit a year ago
Tutorials ⭐ 847
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
most recent commit a year ago
Nlu ⭐ 775
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.
most recent commit 3 months ago
Awesome Sentiment Analysis ⭐ 770
😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤
most recent commit 6 years ago
Tf Rnn Attention ⭐ 703
Tensorflow implementation of attention mechanism for text classification tasks.
most recent commit 4 years ago
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
most recent commit 6 years ago
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.
most recent commit 3 years ago
Bertweet ⭐ 542
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
most recent commit 4 months ago
Sentibridge ⭐ 488
SentiBridge: A Knowledge Base for Entity-Sentiment Representation
most recent commit 6 years ago
Sentiment Analysis In Event Driven Stock Price Movement Prediction ⭐ 462
Use NLP to predict stock price movement associated with news
most recent commit 5 years ago
The 10 Most Depended On Python Sentiment Analysis Open Source Projects
Pytreebank ⭐ 83
:rage::innocent: Stanford Sentiment Treebank loader in Python
dependent packages 3total releases 21latest release February 18, 2020most recent commit 4 years agopypi pytreebank} Downloads
Camel_tools ⭐ 351
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
dependent packages 3total releases 21latest release March 17, 2023most recent commit 6 months agopypi camel-tools} Downloads
Ekonlpy ⭐ 49
Korean NLP Python Library for Economic Analysis
dependent packages 2total releases 13latest release July 24, 2023most recent commit 3 months agopypi ekonlpy} Downloads
Dostoevsky ⭐ 296
Sentiment analysis library for russian language
dependent packages 2total releases 10latest release January 11, 2021most recent commit 6 months agopypi dostoevsky} Downloads
Oseti ⭐ 87
Dictionary based Sentiment Analysis for Japanese
dependent packages 1total releases 9latest release August 20, 2022most recent commit 3 months agopypi oseti} Downloads
Pynlp ⭐ 105
A pythonic wrapper for Stanford CoreNLP.
dependent packages 1total releases 15latest release June 29, 2018most recent commit 6 years agopypi pynlp} Downloads
Emosent Py ⭐ 6
Python module to get Sentiment Rankings for Unicode Emojis
dependent packages 1total releases 6latest release August 05, 2019most recent commit 9 months agopypi emosent-py} Downloads
Asent ⭐ 109
Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.
dependent packages 1total releases 34latest release November 30, 2023most recent commit 3 months agopypi asent} Downloads
The 10 Latest Releases In Python Sentiment Analysis Open Source Projects
Tasksource ⭐ 103
Datasets collection and standardization preprocessings for NLP extreme multitask learning
dependent packages 1total releases 40latest release December 06, 2023most recent commit 3 months agopypi tasksource} Downloads
Asent ⭐ 109
Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.
dependent packages 1total releases 34latest release November 30, 2023most recent commit 3 months agopypi asent} Downloads
Orange3 Text ⭐ 120
🍊 :page_facing_up: Text Mining add-on for Orange3
dependent packages 1total releases 60latest release November 17, 2023most recent commit 3 months agopypi Orange3-Text} Downloads
Senpy ⭐ 70
A sentiment and emotion analysis server in Python
total releases 79latest release October 02, 2023most recent commit 7 months ago
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