josephmisiti / Kaggle Movie Sentiment
Kaggle Competition for Sentiment Analysis on Movie Reviews
Programming Languages
python
139335 projects - #7 most used programming language
Introduction
Experiments with classifying sentiment of movie removes
http://www.kaggle.com/c/sentiment-analysis-on-movie-reviews
Installation
To train your word2vec algorthm, execute
(machinelearning)JOSEPH-MISITI:kaggle-movie-reviews josephmisiti$ python train_word2vec.py
Starting training using file data/text8
Vocab size: 71291
Words in train file: 16718843
For more examples of using word2vec, go here and check this iPython notebook out:
http://nbviewer.ipython.org/github/danielfrg/word2vec/blob/master/examples/word2vec.ipynb
Build you features
The following command builds paragraph/sentence vectors (water down ones anyways) of each movie review.
python process_features.py > data/word2vec_pos_neg.csv
Notebooks
My code for the Kaggle Movie Sentiment
http://nbviewer.ipython.org/github/josephmisiti/kaggle-movie-sentiment/blob/master/Exploration.ipynb
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