Notebook and code to accompany the KDnuggets article: "Semi-supervised feature transfer: the big practical benefit of deep learning today?"

Four different machine learning strategies are compared:

A. Custom scikit-learn model using n-grams, TFIDF features and logistic regression.
B. Pre-trained sentiment API.
C. Custom-trained API using general text features.
D. Custom-trained API using pre-trained sentiment features.

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