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Updated README.md
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bluesheeptoken authored Apr 26, 2019
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This project is a cython open-source implementation of the Compact Prediction Tree algorithm using multithreading.

CPT is a sequence prediction algorithm. It is a highly explainable model and good at predicting, in a finite alphabet, next value of a sequence. However, given a sequence, CPT cannot predict an element already present in this sequence (Cf how to tune the "CPT model").
CPT is a sequence prediction algorithm. It is a highly explainable model and good at predicting, in a finite alphabet, next value of a sequence. However, given a sequence, CPT cannot predict an element already present in this sequence. CPT needs a [tuning][2].

This implementation is based on the following research papers

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CPT has 3 meta parameters that need to be tuned. You can check how to tune them in the [documentation][1].

[1]: https://cpt.readthedocs.io/en/latest/
[2]: https://github.com/bluesheeptoken/CPT#tuning

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