NLP Tutorials

Twitter Sentiment Analysis

Text Classification (HuggingFace Transformers)

../../reference/notebooks/twitter_sentiment_analysis_roberta.ipynb

Airline Tweets Sentiment Analysis

Text Classification (HuggingFace Transformers)

../../reference/notebooks/airline_tweets_sentiment_analysis.ipynb

Amazon Review Classification

Text Classification (scikit-learn)

../../reference/notebooks/amazon_review_classification_sklearn.ipynb

Email Category Classification

Multinomial Classification (scikit-learn)

../../reference/notebooks/enron_email_classification_sklearn.ipynb

Fake News Classification

Binary Classification (keras)

../../reference/notebooks/fake_real_news_classification.ipynb

Hotel Score Prediction

Regression (scikit-learn)

../../reference/notebooks/hotel_text_regression.ipynb

Medical Transcript Classification

Classification (scikit-learn)

../../reference/notebooks/medical_transcript_classification_sklearn.ipynb

Movie Review Sentiment Analysis

Classification (scikit-learn)

../../reference/notebooks/movie_review_sentiment_classification_pytorch_sklearn.ipynb

Newspaper Topic Classification

Classification (PyTorch)

../../reference/notebooks/newspaper_classification_pytorch.ipynb

Tripadvisor Review Sentiment Analysis

Classification (HuggingFace)

../../reference/notebooks/tripadvisor_sentiment_classification.ipynb