Awesome List Updates on Nov 27, 2016

5 awesome lists updated today.

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1. Nlp with Ruby

Segmentation / On-line APIs

• tokenizer (⭐44) - Simple multilingual tokenizer. ^[tutorial]

• pragmatic_tokenizer (⭐87) - Multilingual tokenizer to split a string into tokens.

• textoken (⭐31) - Simple and customizable text tokenization library.

• pragmatic_segmenter (⭐503) - Word Boundary Disambiguation with many cookies.

• punkt-segmenter (⭐89) - Pure Ruby implementation of the Punkt Segmenter.

• tactful_tokenizer (⭐79) - RegExp based tokenizer for different languages.

• scapel (⭐53) - Sentence Boundary Disambiguation tool.

Lexical Processing / Stemming

• ruby-stemmer (⭐255) - Ruby-Stemmer exposes the SnowBall API to Ruby.

• uea-stemmer (⭐50) - Conservative stemmer for search and indexing.

Lexical Processing / Lemmatization

• lemmatizer (⭐102) - WordNet based Lemmatizer for English texts.

Lexical Processing / Lexical Statistics: Counting Types and Tokens

• wc (⭐6) - Facilities to count word occurrences in a text.

• word_count (⭐4) - Word counter for String and Hash objects.

Phrasal Level Processing / Filtering Stop Words

• n_gram (⭐36) - N-Gram generator.

• ruby-ngram (⭐11) - Break words and phrases into ngrams.

• raingrams (⭐69) - Flexible and general-purpose ngrams library written in pure Ruby.

Semantic Analysis / Constituency Parsing

• amatch (⭐354) - Set of five distance types between strings (including Levenshtein, Sellers, Jaro-Winkler, 'pair distance').

• damerau-levenshtein (⭐127) - Calculates edit distance using the Damerau-Levenshtein algorithm.

• hotwater (⭐80) - Fast Ruby FFI string edit distance algorithms.

• levenshtein-ffi (⭐148) - Fast string edit distance computation, using the Damerau-Levenshtein algorithm.

• tf_idf (⭐36) - Term Frequency / Inverse Document Frequency in pure Ruby.

• tf-idf-similarity (⭐652) - Calculate the similarity between texts using TF/IDF.

Pragmatical Analysis / Constituency Parsing

• SentimentLib (⭐13) - Simple extensible sentiment analysis gem.

Text Alignment / Constituency Parsing

• alignment (⭐1) - Alignment routines for bilingual texts (Gale-Church implementation).

Machine Translation / Constituency Parsing

• microsoft_translator (⭐21) - Ruby client for the microsoft translator API.

• termit (⭐507) - Google Translate with speech synthesis in your terminal.

Numbers, Dates, and Time Parsing / Constituency Parsing

• chronic_between (⭐27) - Simple Ruby natural language parser for date and time ranges.

• chronic_duration (⭐347) - Pure Ruby parser for elapsed time.

• kronic (⭐151) - Methods for parsing and formatting human readable dates.

• nickel (⭐107) - Extracts date, time, and message information from naturally worded text.

• tickle (⭐75) - Parser for recurring and repeating events.

Named Entity Recognition / Constituency Parsing

• ruby-ner (⭐17) - Named Entity Recognition with Stanford NER and Ruby.

• ruby-nlp (⭐87) - Ruby Binding for Stanford Pos-Tagger and Name Entity Recognizer.

Text-to-Speech-to-Text / Constituency Parsing

• espeak-ruby (⭐186) - Small Ruby API for utilizing 'espeak' and 'lame' to create text-to-speech mp3 files.

• tts (⭐89) - Text-to-Speech conversion using the Google translate service.

• att_speech (⭐20) - Ruby wrapper over the AT&T Speech API for speech to text.

• pocketsphinx-ruby (⭐253) - Pocketsphinx bindings.

Machine Learning Libraries / Constituency Parsing

• rb-libsvm (⭐276) - Support Vector Machines with Ruby.

• rtimbl (⭐5) - Memory based learners from the Timbl framework.

• classifier-reborn (⭐531) - General classifier module to allow Bayesian and other types of classifications.

• liblinear-ruby-swig (⭐82) - Ruby interface to LIBLINEAR (much more efficient than LIBSVM for text classification).

• linnaeus (⭐37) - Redis-backed Bayesian classifier.

• maxent_string_classifier (⭐9) - JRuby maximum entropy classifier for string data, based on the OpenNLP Maxent framework.

• naive_bayes (⭐46) - Simple Naive Bayes classifier.

• nbayes (⭐149) - Full-featured, Ruby implementation of Naive Bayes.

• omnicat (⭐11) - Generalized rack framework for text classifications.

• omnicat-bayes (⭐32) - Naive Bayes text classification implementation as an OmniCat classifier strategy.

Language Aware String Manipulation / Constituency Parsing

• fuzzy-string-match (⭐268) - Fuzzy string matching library for Ruby.

• u - U extends Ruby’s Unicode support.

• unicode (⭐82) - Unicode normalization library.

• CommonRegexRuby (⭐78) - Find a lot of kinds of common information in a string.

• regexp-examples (⭐508) - Generate strings that match a given regular expression.

• verbal_expressions (⭐570) - Make difficult regular expressions easy.

2. Awesome Frege

Sample Applications / Media

• Zwana (⭐4) - Piano using Java Midi.

Tools / Build Tools

• gottlob (⭐0) - Build tool for Frege.

3. Awesome Dropwizard

Open Source / Eclipse

• dropwizard-graphql (⭐53) - A GraphQL bundle for Dropwizard

4. Awesome Composer

Plugins / IRC

• Composer-Bin-Plugin (⭐386) - Adds support for managing dependencies for multiple packages in a single repository or isolate bin dependencies.

• Composer-Inheritance-Plugin (⭐24) - Opinionated version of Wikimedia composer-merge-plugin to work in pair with Bamarni composer-bin-plugin.

5. Awesome Information Retrieval

Books

• Introduction to Modern Information Retrieval - G.G. Chowdhury. Neal-Schuman, 2003. (Intended for students of library and information studies).

• Text Information Retrieval Systems - C.T. Meadow, B.R. Boyce, D.H. Kraft, C.L. Barry. Academic Press, 2007 (library/information science perspective).

Blogs / Interesting Reads

• Deep Neural Network Learns to Judge Books by Their Covers - Information Extraction.

• Can Deep Learning help solve Deep Learning - Information Retrieval from Lip Reading.

• To reduce biases in machine learning start with openly discussing the problem - Bias in Relevance.

• Whoa, Google’s AI Is Really Good at Pictionary - Sketch-based search.

• Neural Network Learns to Identify Criminals by Their Faces - Information Extraction.

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• Next: Nov 26, 2016