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Revert DIRECTORY.md
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DIRECTORY.md

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* [Sequential Minimum Optimization](machine_learning/sequential_minimum_optimization.py)
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* [Similarity Search](machine_learning/similarity_search.py)
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* [Support Vector Machines](machine_learning/support_vector_machines.py)
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* [t-SNE](machine_learning/tsne.py)
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* [Word Frequency Functions](machine_learning/word_frequency_functions.py)
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* [Xgboost Classifier](machine_learning/xgboost_classifier.py)
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* [Xgboost Regressor](machine_learning/xgboost_regressor.py)

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