Natural-Language-Processing

Implemented the following models:

1. UnigramModel: an unsmoothed unigram model
2. SmoothedUnigramModel: a unigram model smoothed using Laplace (add-one) smoothing,
3. BigramModel: an unsmoothed bigram model,
4. SmoothedBigramModelLI: a bigram model smoothed using Linear Interpolation

For Sentimental Analysis using Machine Learning

5. Naïve Bayes
6. Logistic Regression
7. Random Forest
8. SVM
9. Perceptron

For Sentimental Analysis using Deep Learning Sequential Models

10. RNN
11. GRU
12. LSTM
13. BiLSTM

For Sentimental Analysis using Word Embedding

14. WordToVec
15. Glove
16. Fasttext
17. Elmo