MaximumEntropyClassifier Maximum Entropy Classifier using NLTK and Scikit-learn modules of Python 3 basics.py - How to use scikit-learn to fetch 20newsgroup dataset tf-idf.py - TF-IDF code from scratch nltk-maxent.py - Maximum Entropy Classifier using NLTK & scikit-learn It is still under development. So accuracy is not guarenteed.