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data science
R Package For Word Prediction
Wordpredictor is a R package for developing and evaluating n-gram models. It provides methods for data analysis, data cleaning, data sampling, converting text to tokens, generating n-gram transition probabilities, generating n-gram models and evaluating n-gram model performance.
ReadR6 class for processing large text files
In this article I will describe a R6 class that I had developed for processing large text files.
ReadUsing N-gram models for Word Prediction
N-gram models have applications in many areas such as spell checking, biological sequence analysis, speech recognition, word prediction and more. In this article I will provide an overview of n-gram models.
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