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---+ !OpenGrm NGram Library --- %ICON{led-red}% *Version 1.3.15 is now available for [[NGramDownload][download]].* %ICON{new}% NGram is now available on [[https://conda-forge.org/][conda-forge]]. This allows Linux (x86) and Mac OS X users who already have [[https://docs.conda.io/en/latest/][conda]] to install the library and all dependencies using the following command: conda install -c conda-forge ngram. --- The _OpenGrm_ _NGram_ library is used for making and modifying n-gram language models encoded as weighted finite-state transducers (FSTs). It makes use of functionality in the [[http://www.openfst.org][OpenFst library]] to create, access and manipulate n-gram models. Operations for [[NGramCount][counting]], [[NGramMake][smoothing]], [[NGramShrink][pruning]], [[NGramApply][applying]], and [[NGramPerplexity][evaluating]] models as well as support for [[NGramAdvancedUsage#DistributedComputation][distributed computation]] are among those provided. It was developed by [[NGramContributors][contributors]] from OHSU and Google Research. It is an open source project distributed under the [[http://www.apache.org/licenses/LICENSE-2.0][Apache]] license. * [[NGramQuickTour][Quick Tour]] * [[NGramQuickTour#TextIo][Corpus I/O]] * [[NGramQuickTour#ModelFormat][Model Format]] * [[NGramQuickTour#NgramCounting][N-gram Counting]] * [[NGramQuickTour#ModelEstimation][N-gram Model Parameter Estimation]] * [[NGramQuickTour#MergeAndPrune][N-gram Model Merging, Pruning and Constraining]] * [[NGramQuickTour#ModelIo][Model Reading, Printing and Info]] * [[NGramQuickTour#SamplingApplicationEvaluation][N-gram Model Sampling, Application and Evaluation]] * [[NGramQuickTour#LibraryUse][Using the C++ Library]] * [[NGramQuickTour#AvailableOperations][Available Operations]] * [[NGramQuickTour#ConvenienceScript][Convenience Script]] * [[NGramAdvancedUsage][Advanced Usage]] * [[NGramDownload][Download]] * [[http://www.opengrm.org/doxygen/ngram/html/][Documented Source Code]] * [[NGramDevelop][Development]] * [[Forum.GrmNGramForum][Forum]] * [[Contrib.NGramContrib][Contributed and related projects]]
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Topic revision: r46 - 2024-01-19
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KyleGorman
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