Deep Neural Network

Twitter Sentiment Analysis with Deep Neural Network

Preprocess/encode tweets and create batch data generator for test/eval set Prepare word embedding for words for feeding into neural network Train and evaluate feed forward neural network using TRAX

Word Embedding based on Continuous bag of words model

Implement cbow model to get word embedding with 2 different architecture First approach Bengio et al. neural language model Second approach Efficient Estimation of Word Representations in Vector Space Perform PCA on word vectors and visualize relation between few words