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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Deep Neural Network for Sentiment Analysis on Twitter
| Date | Stars |
|---|---|
| 2026-07-24 | 276 |
| 2026-07-25 | 276 |
| 2026-07-28 | 276 |
| 2026-07-30 | 276 |
| 2026-07-31 | 276 |
| 2026-08-09 | 276 |
| 2026-08-10 | 276 |
| 2026-08-17 | 276 |
| 2026-08-26 | 276 |
| 2026-09-20 | 276 |
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# Twitter Sentiment Analysis using ConvNet A tool to - predict sentiment "positiveness" for tweets ## How to use it? ``` >> from sentiment import sentiment_score >> print sentiment_score(u"I love you") 0.9999 ``` It returns a sentiment index ranging from 0 (negative sentiment) to 1 (positive sentiment). ## Online Demo - predict sentiment "positiveness" for single tweets - gain an overview of the "positiveness" of [hashtags](https://support.twitter.com/articles/49309-using-hashtags-on-twitter#) Click [here](https://twitter-sentiment-cnn.herokuapp.com/) ## Algorithm Please refer to [A Convolutional Neural Network for Modelling Sentences](http://nal.co/papers/Kalchbrenner_DCNN_ACL14) for more information about the algorithm. ## Technical choices - [Tornado](http://www.tornadoweb.org/en/stable/) as the web framework - [Theano](http://deeplearning.net/software/theano/) as the neural network training implementation - [Scipy](http://www.scipy.org/) as the neural network classification(online version) implementation ## Training techniques 1. Fan-in, fan-out initialization 2. Dropout 3. AdaDelta ## Contributors Han Xiao and Yao Lu
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:48fcef35b7625ba2, topic:sentiment-analysis, desc:sentiment analysis, readme:sentiment analysis