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The Top 23 Machine Learning Sentiment Analysis Open Source Projects

Open source projects categorized as Machine Learning Sentiment Analysis
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Sentiment Analysis
Sentiment Analysis Api ⭐ 13
This is a machine learning based sentiment analysis web application using python's nltk library and deployed using flask api on Heroku server.
most recent commit 2 years ago
Sentiment Analysis Cnn ⭐ 13
Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec
most recent commit a year ago
Neural Scl Domain Adaptation ⭐ 13
The code base for the article "Neural Structural Correspondence Learning for Domain Adaptation", CoNLL 2017
most recent commit 6 years ago
Twitter Sentiment Analysis ⭐ 12
It is a Natural Language Processing Problem where Sentiment Analysis is done by Classifying the Positive tweets from negative tweets by machine learning models for classification, text mining, text analysis, data analysis and data visualization
most recent commit 5 years ago
Twitter Sentiment Analysis Nlp Hackathon ⭐ 12
Problem Statement: Given the tweets from customers about various tech firms who manufacture and sell mobiles, computers, laptops, etc, the task is to identify if the tweets have a negative sentiment towards such companies or products.
most recent commit 4 years ago
Sentiment Analysis ⭐ 12
end-to-end Reddit posts / comments sentiment analysis project
most recent commit 7 months ago
Multi Hop Knowledge Paths Human Needs ⭐ 12
Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs
most recent commit 3 years ago
Sentiment Analysis Imdb ⭐ 12
This is a classifier focused on sentiment analysis of movie reviews
most recent commit 7 years ago
Nlp_twitter_analysis ⭐ 11
Analyzing Tweets of people whether positive or negative through Natural Language Processing (NLP) techniques like Tokenization, etc
most recent commit a year ago
Sentiment Analysis Api ⭐ 11
The Sentiment Analysis Api was created using python flask module,it allows users to parse a text or sentence throught the (?text) arguement, then view the sentiment analysis of that sentence. It can be implementable into a web application.
most recent commit 2 years ago
Sentiment Prediction From Amazon Reviews ⭐ 11
This project employs advanced natural language processing and machine learning to analyze Amazon reviews, predicting sentiment shifts. It assists users and businesses in understanding and anticipating public perceptions of products, guiding development, and enhancing decision-making within the e-commerce landscape.
most recent commit 3 months ago
Sentiment Analysis With Rnn And Cnn ⭐ 11
Project of SJTU-CS438 Internet-based Information Extraction Technologies
most recent commit 6 years ago
Trend Analyzer ⭐ 10
Analyses trends in upcoming movie's anticipation.
most recent commit 6 years ago
Stock Market Prediction Using Sentiment Analysis ⭐ 10
stock market predictions using sentiment analysis, a deep learning project(data and news based on pakistani stock exchange and news(Dawn news))
most recent commit 4 years ago
Restaurant Reviews Analysis ⭐ 10
Using Natural Language Processing and Bag of Words for feature extraction for sentiment analysis of the customers visited in the Restaurant and at last using Classification algorithm to separate Positive and Negative Sentiments.
most recent commit 5 years ago
Sentiment Analysis Arabic ⭐ 10
A deep learning (LSTM) sentiment analysis project to determine positive/negative sentiment in Arabic social media content.
most recent commit 6 years ago
Sentimentanalysis ⭐ 10
Implemented text analysis using machine learning models to classify movie review sentiments as positive or negative. Built using Python 3.6.1.
most recent commit 7 years ago
Forecasting Us Elections ⭐ 10
Extraction of tweets and Perform sentiment analysis on the presidential candidature of Donald Trump, Joe Biden and Kanye West in the upcoming elections in US in November, 2020.
most recent commit 3 years ago
Sentimentanalysis Python Demo ⭐ 10
Submission of an in-class NLP sentiment analysis competition held at Microsoft AI Singapore group. This submission entry explores the performance of both lexicon & machine-learning based models
most recent commit 2 years ago
Arabicdataset ⭐ 10
~7,000 Arabic sentences.
most recent commit 5 months ago
Gurunudi ⭐ 9
The official python client for Gurunudi AI API
total releases 21most recent commit 3 years ago
Sentiment Analysis ⭐ 9
a module of sentiment analysis
most recent commit 6 years ago
Sentiment Analysis ⭐ 9
sentiment analysis using IMDB data set. The code uses tensorflow to implement a sequence2vec model
most recent commit 7 years ago
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