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1. SentimentAnalysis_CNN_RNN SentimentAnalysis_CNN_RNN Public

   An example of a sentiment analysis program, used on the IMDB movie review dataset. The program uses the Keras deep learning library. First, it imports the IMDB movie set, then uses a Convolutional …

   Jupyter Notebook 23 9

2. Doc2Vec_CNN_RNN Doc2Vec_CNN_RNN Public

   This program also does sentiment analysis on IMDB movie reviews, but the reviews are first preprocessed with gensim's Doc2Vec that takes each review and converts the words to vectors. The vectorize…

   Jupyter Notebook 10 2

3. Philosophy_summarizer Philosophy_summarizer Public

   This project takes a philosophy e-book, creates summaries via the long-t5-tglobal-base-16384-book-summary transformer. The program creates topics, groups sentences by topics, generates layman summa…

   Jupyter Notebook 10

4. HotelSpamDetection HotelSpamDetection Public

   Project is to determine whether not only a given hotel review on a website is positive or negative, but if the review was genuine or if it was done by spam or a troll/bot. Purpose is to prevent hot…

   Jupyter Notebook 6 11

5. GANs_for_Celebrity_Face_Generation GANs_for_Celebrity_Face_Generation Public

   An example of Generative Adverserial Networks (GANs) for generating celebrity-like faces. A generator neural network learns to mimic celebrity faces while a discriminator neural network attempts to…

   Jupyter Notebook 5

6. CNN_Image_Classification CNN_Image_Classification Public

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