Software Packages in "bionic", Subsection science

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For a better overview of the project's availability as a Debian package, each head row has a color code according to this scheme:. If you discover a apertium-is-sv 010~r76450-1 binary which looks like a good candidate for Apertium-is-sv 010~r76450-1 binary Science to you, or if you have prepared an unofficial Debian package, please do not hesitate to send a description of that project to the Debian Science mailing list.

This package provides a module for compiling lexical selection apertium-is-sv 010~r76450-1 binary and processing them in the pipeline. CG-3 can be used for disambiguation of morphology, syntax, semantics, etc; dependency markup, target language lemma choice for MT, QA systems, and much more. The core idea is that apertium-is-sv 010~r76450-1 binary choose what to do based on the whole available context, as opposed to n-grams. Collatinus can be used to lemmatise latin texts, i.

Collatinus provides a nice graphic front-end to each operation. Collatinus-nouus stands for Collatinus, new generation replaces every previous version of Collatinus. Frog is a modular system integrating a morphosyntactic tagger, lemmatizer, morphological analyzer, and dependency parser for natural languages.

Using Memory-Based Learning techniques, frog tokenizes, tags, lemmatizes, and morphologically segments word tokens in incoming UTF-8 text files, and assigns a dependency graph to each sentence. Frog is particularly targeted at the increasing need for fast, automatic NLP systems applicable to very large multi-million to billion word document collections that are becoming available due to the progressive digitization of both new and old textual data.

Up apertium-is-sv 010~r76450-1 binary now, frog has only been tested apertium-is-sv 010~r76450-1 binary used using corpora of Dutch natural language see the frogdata package for samples.

The Helsinki Finite-State Transducer software apertium-is-sv 010~r76450-1 binary intended for the implementation of morphological analysers apertium-is-sv 010~r76450-1 binary other tools which are based on weighted and unweighted finite-state transducer technology. Minimal HFST optimized apertium-is-sv 010~r76450-1 binary format based spell checker library apertium-is-sv 010~r76450-1 binary a demonstrational implementation of command line based apertium-is-sv 010~r76450-1 binary checker.

Detects over 80 languages in UTF-8 text, based largely on groups of four letters. A sequence of words is in the language of a link grammar if there is a way to draw "links" between words in such a way that the local requirements of each word are satisfied, the links do not cross, and the words form a connected graph. The authors encoded English grammar into such a system, and wrote this program to parse English using this grammar. It can also be used as a grammar checker.

The lttoolbox contains the augmented letter transducer tools for natural language processing used by Apertium, a platform for building rule-based and hybrid machine translation systems. The software is also useful for making morphological analysers and generators for natural language processing applications. MBT is a memory-based tagger-generator and tagger in one.

The tagger-generator part can generate a sequence tagger on the apertium-is-sv 010~r76450-1 binary of a training set of tagged sequences; the tagger part can tag new sequences. MBT can, for instance, be used to generate part-of-speech taggers or chunkers for natural language processing.

Mbt is a memory-based tagger-generator and tagger for natural language processing. MbtServer provides the apertium-is-sv 010~r76450-1 binary to access a trained tagger from multiple sessions.

It also allows one to run and access different taggers in parallel. If you do scientific research in natural language processing, MbtServer will likely be of use to you.

It contains various modules useful apertium-is-sv 010~r76450-1 binary common, and less common, NLP tasks. PyNLPl can be apertium-is-sv 010~r76450-1 binary for basic tasks such as the extraction of n-grams and frequency lists, and apertium-is-sv 010~r76450-1 binary build simple language models.

It also contains complex data types and algorithms. Moreover, it includes parsers for file formats common in NLP e. An R implementation of the LexRank algorithm implementing stochastic graph-based method for computing relative importance of textual units for Natural Language Processing.

The technique on the problem of Text Summarization TS is tested. Extractive TS relies on the concept of sentence salience to identify the most important apertium-is-sv 010~r76450-1 binary in a document or set of documents. Salience is typically apertium-is-sv 010~r76450-1 binary in terms of the presence of particular important words or in terms of similarity to a centroid pseudo-sentence.

An R interface to the C libstemmer library that implements Porter's word stemming algorithm for collapsing words to a common root to aid comparison of vocabulary. It is an efficient implementation of k-nearest neighbor classifier.

Ucto can tokenize UTF-8 encoded text files i. Ucto was written by Maarten van Gompel and Ko van der Sloot. If you are interested in machine parsing of UTF-8 encoded text files, e. WordNet C is an on-line lexical reference system whose design is inspired by current psycholinguistic theories of human lexical memory.

English nouns, verbs, adjectives and adverbs are organized into synonym sets, each representing one underlying lexical concept. Apertium-is-sv 010~r76450-1 binary relations link the synonym sets. WordNet is considered to be the most important resource available to researchers in computational linguistics, text analysis, and many related areas.

Data package providing Apertium language resources for translating between the Afrikaans and Dutch languages. Data package providing Apertium language resources for translating between the Aragonese and Catalan languages.

This is a linguistic package for the Apertium shallow-transfer machine translation system. The apertium-is-sv 010~r76450-1 binary can be used to translate between Breton and French. Data package providing Apertium language resources for translating between the Catalan and Italian languages. Data package providing Apertium language resources for translating between the Welsh apertium-is-sv 010~r76450-1 binary English languages.

Data package providing Apertium language resources for translating between the Danish and Norwegian languages. Data package providing Apertium language resources for translating between the English and Catalan languages. Data package providing Apertium language resources for translating between the English and Spanish languages. Data package providing Apertium language resources for translating between the English and Galician languages.

Data package providing Apertium language resources for translating between the Esperanto and Catalan languages. The package can be used to translate between Esperanto and English. Data package providing Apertium language resources for translating between the Esperanto and Spanish languages.

Data package providing Apertium language resources for translating between the Esperanto and French languages. Data package providing Apertium language resources for translating between the Spanish and Asturian languages.

Data package providing Apertium language resources for translating between the Spanish and Galician languages. Data package providing Apertium language resources for translating between the Spanish and Portuguese languages. Data package providing Apertium language resources for translating between the Spanish and Romanian languages. Data package providing Apertium language resources for translating between the Basque apertium-is-sv 010~r76450-1 binary English languages.

Data package providing Apertium language resources for translating between the Basque and Spanish languages. Data package providing Apertium language resources for translating between the French and Spanish languages. Data package providing Apertium language resources for translating between the French and Catalan languages. Data package providing Apertium language resources for translating between the Serbo-Croatian and English languages.

Data package providing Apertium language resources for translating between the Serbo-Croatian and Macedonian languages. Data package providing Apertium language resources for translating between the Serbo-Croatian and Slovenian languages. Data package providing Apertium language resources for translating apertium-is-sv 010~r76450-1 binary the Indonesian and Malay languages. Data package providing Apertium language resources for translating between the Icelandic and Swedish languages.

Data package providing Apertium language resources for translating between the Icelandic and English languages. Data package providing Apertium language resources for translating between the Kazakh and Tatar languages. Data package providing Apertium language resources for translating between the Macedonian and Bulgarian languages.

Data package providing Apertium language resources for translating between the Macedonian and English languages. Data package providing Apertium language resources for translating between the Maltese and Arabic languages. Data package providing Apertium language resources for translating between the Occitan and Catalan languages.

Data package providing Apertium language resources for translating between the Occitan and Apertium-is-sv 010~r76450-1 binary languages. Data package providing Apertium language resources for translating between the Portuguese and Catalan languages. Data package providing Apertium language resources for apertium-is-sv 010~r76450-1 binary between the Portuguese and Galician apertium-is-sv 010~r76450-1 binary.

Data package providing Apertium language resources for translating between the Spanish and Aragonese languages. Data package providing Apertium language resources for apertium-is-sv 010~r76450-1 binary between the Sardinian and Italian languages. Data apertium-is-sv 010~r76450-1 binary providing Apertium language resources for translating between the Swedish and Danish languages. Data package providing Apertium language resources for translating between the Swedish and Norwegian languages.

Data apertium-is-sv 010~r76450-1 binary providing Apertium language resources for translating between the Urdu and Hindi languages.

Frog apertium-is-sv 010~r76450-1 binary a modular system integrating a morphosyntactic tagger, lemmatizer, morphological analyzer, and dependency parser for the Dutch language. Its goal is to unify a variety of linguistic annotations in one single rich format, without committing to any particular standard annotation set.

Instead, it seeks to accommodate any desired system or tagset, and so offer maximum flexibility. This makes FoLiA language independent. It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and apertium-is-sv 010~r76450-1 binary reasoning.

It includes following language algorithms:. Sequitur G2P is a data-driven grapheme-to-phoneme converter. It can be applied to any monotonous sequence translation problem, provided the source and target alphabets are small less than symbols. Data-driven means that you need to train it with example pronunciations.

Training takes a pronunciation dictionary and creates a model file. The model file can then be used to transcribe words that where not in the dictionary. Tree based translation uses syntax trees of natural language and it's particularly effective for language pairs that require a large amount of reordering, such as English-Japanese translation.

How to set the default document language. Description For a better overview of the project's availability as a Debian package, each head row has a color code according to this scheme:

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For a better overview of the project's availability as a Debian package, each head row has a color code according to this scheme:. If you discover a project which looks like a good candidate for Debian Science to you, or if you have prepared an unofficial Debian package, please do not hesitate to send a description of that project to the Debian Science mailing list.

An open-source shallow-transfer machine translation engine, Apertium is initially aimed at related-language pairs. It uses finite-state transducers for lexical processing, hidden Markov models for part-of-speech tagging, and finite-state based chunking for structural transfer. It will be possible to use Apertium to build machine translation systems for a variety of related-language pairs simply providing the linguistic data needed in the right format.

This package provides a module for compiling lexical selection rules and processing them in the pipeline. Once launched, it monitors for a preset hot-key combination. When some text is selected on any window and the hot-key is pressed, it pops-up with the word looked-up. Should the user prefer passive notifications, this can be done by enabling the notifications option. CG-3 can be used for disambiguation of morphology, syntax, semantics, etc; dependency markup, target language lemma choice for MT, QA systems, and much more.

The core idea is that you choose what to do based on the whole available context, as opposed to n-grams. Collatinus can be used to lemmatise latin texts, i. Collatinus provides a nice graphic front-end to each operation. Collatinus-nouus stands for Collatinus, new generation replaces every previous version of Collatinus. Dimbl splits the original training set, builds separate TiMBL classifiers per training subset, and merges their nearest-neighbor sets per classified instance.

If you do scientific research in Natural Language Processing using the Memory-Based Learning technique, Dimbl will likely be of use to you. Frog is a modular system integrating a morphosyntactic tagger, lemmatizer, morphological analyzer, and dependency parser for natural languages.

Using Memory-Based Learning techniques, frog tokenizes, tags, lemmatizes, and morphologically segments word tokens in incoming UTF-8 text files, and assigns a dependency graph to each sentence. Frog is particularly targeted at the increasing need for fast, automatic NLP systems applicable to very large multi-million to billion word document collections that are becoming available due to the progressive digitization of both new and old textual data.

Up to now, frog has only been tested and used using corpora of Dutch natural language see the frogdata package for samples. The Helsinki Finite-State Transducer software is intended for the implementation of morphological analysers and other tools which are based on weighted and unweighted finite-state transducer technology. Minimal HFST optimized lookup format based spell checker library and a demonstrational implementation of command line based spell checker.

Detects over 80 languages in UTF-8 text, based largely on groups of four letters. A sequence of words is in the language of a link grammar if there is a way to draw "links" between words in such a way that the local requirements of each word are satisfied, the links do not cross, and the words form a connected graph. The authors encoded English grammar into such a system, and wrote this program to parse English using this grammar. It can also be used as a grammar checker. The lttoolbox contains the augmented letter transducer tools for natural language processing used by Apertium, a platform for building rule-based and hybrid machine translation systems.

The software is also useful for making morphological analysers and generators for natural language processing applications. MBT is a memory-based tagger-generator and tagger in one. The tagger-generator part can generate a sequence tagger on the basis of a training set of tagged sequences; the tagger part can tag new sequences. MBT can, for instance, be used to generate part-of-speech taggers or chunkers for natural language processing. Mbt is a memory-based tagger-generator and tagger for natural language processing.

MbtServer provides the possibility to access a trained tagger from multiple sessions. It also allows one to run and access different taggers in parallel. If you do scientific research in natural language processing, MbtServer will likely be of use to you. It contains various modules useful for common, and less common, NLP tasks. PyNLPl can be used for basic tasks such as the extraction of n-grams and frequency lists, and to build simple language models.

It also contains complex data types and algorithms. Moreover, it includes parsers for file formats common in NLP e. An R implementation of the LexRank algorithm implementing stochastic graph-based method for computing relative importance of textual units for Natural Language Processing. The technique on the problem of Text Summarization TS is tested. Extractive TS relies on the concept of sentence salience to identify the most important sentences in a document or set of documents.

Salience is typically defined in terms of the presence of particular important words or in terms of similarity to a centroid pseudo-sentence. An R interface to the C libstemmer library that implements Porter's word stemming algorithm for collapsing words to a common root to aid comparison of vocabulary. It is an efficient implementation of k-nearest neighbor classifier.

Ucto can tokenize UTF-8 encoded text files i. Ucto was written by Maarten van Gompel and Ko van der Sloot. If you are interested in machine parsing of UTF-8 encoded text files, e. WordNet C is an on-line lexical reference system whose design is inspired by current psycholinguistic theories of human lexical memory.

English nouns, verbs, adjectives and adverbs are organized into synonym sets, each representing one underlying lexical concept. Different relations link the synonym sets. WordNet is considered to be the most important resource available to researchers in computational linguistics, text analysis, and many related areas. Data package providing Apertium language resources for translating between the Afrikaans and Dutch languages.

Data package providing Apertium language resources for translating between the Aragonese and Catalan languages. This is a linguistic package for the Apertium shallow-transfer machine translation system. The package can be used to translate between Breton and French.

Data package providing Apertium language resources for translating between the Catalan and Italian languages. Data package providing Apertium language resources for translating between the Welsh and English languages. Data package providing Apertium language resources for translating between the Danish and Norwegian languages.

Data package providing Apertium language resources for translating between the English and Catalan languages. Data package providing Apertium language resources for translating between the English and Spanish languages. Data package providing Apertium language resources for translating between the English and Galician languages.

Data package providing Apertium language resources for translating between the Esperanto and Catalan languages. The package can be used to translate between Esperanto and English.

Data package providing Apertium language resources for translating between the Esperanto and Spanish languages. Data package providing Apertium language resources for translating between the Esperanto and French languages. Data package providing Apertium language resources for translating between the Spanish and Asturian languages. Data package providing Apertium language resources for translating between the Spanish and Galician languages.

Data package providing Apertium language resources for translating between the Spanish and Portuguese languages. Data package providing Apertium language resources for translating between the Spanish and Romanian languages. Data package providing Apertium language resources for translating between the Basque and English languages.

Data package providing Apertium language resources for translating between the Basque and Spanish languages. Data package providing Apertium language resources for translating between the French and Spanish languages.

Data package providing Apertium language resources for translating between the French and Catalan languages. Data package providing Apertium language resources for translating between the Serbo-Croatian and English languages.

Data package providing Apertium language resources for translating between the Serbo-Croatian and Macedonian languages. Data package providing Apertium language resources for translating between the Serbo-Croatian and Slovenian languages. Data package providing Apertium language resources for translating between the Indonesian and Malay languages. Data package providing Apertium language resources for translating between the Icelandic and Swedish languages.

Data package providing Apertium language resources for translating between the Icelandic and English languages. Data package providing Apertium language resources for translating between the Kazakh and Tatar languages. Data package providing Apertium language resources for translating between the Macedonian and Bulgarian languages. Data package providing Apertium language resources for translating between the Macedonian and English languages. Data package providing Apertium language resources for translating between the Maltese and Arabic languages.

Data package providing Apertium language resources for translating between the Occitan and Catalan languages. Data package providing Apertium language resources for translating between the Occitan and Spanish languages. Data package providing Apertium language resources for translating between the Portuguese and Catalan languages. Data package providing Apertium language resources for translating between the Portuguese and Galician languages.

Data package providing Apertium language resources for translating between the Spanish and Aragonese languages. Data package providing Apertium language resources for translating between the Sardinian and Italian languages.

Data package providing Apertium language resources for translating between the Swedish and Danish languages. Data package providing Apertium language resources for translating between the Swedish and Norwegian languages.

Data package providing Apertium language resources for translating between the Urdu and Hindi languages. Frog is a modular system integrating a morphosyntactic tagger, lemmatizer, morphological analyzer, and dependency parser for the Dutch language. Its goal is to unify a variety of linguistic annotations in one single rich format, without committing to any particular standard annotation set. Instead, it seeks to accommodate any desired system or tagset, and so offer maximum flexibility.

This makes FoLiA language independent. It provides easy-to-use interfaces to over 50 corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning.

It includes following language algorithms:.