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talisman

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Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.

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# Changelog ## 1.1.4 * Fixing `phonetics/nysiis`. ## 1.1.3 * Initial JOSS release. ## 1.1.2 * Fixing `phonetics/french/sonnex` (@tuzepoito). * Fixing `keyers/name-sig`. ## 1.1.1 * Dropping `.babelrc` from npm package file to avoid bundling issues. ## 1.1.0 * Adding the `tokenizers/words/gersam` namespace. ## 1.0.0 * Dropping some namespaces & consolidating a stable release. ## 0.21.0 * Exposing Punkt Trainer's configuration options. ## 0.20.0 * Adding the `keyers/name-sig` namespace. * Adding the `metrics/distance/lig` namespace. * Adding the `phonetics/sound-d` namespace. * Fixing `keyers/omission` & `keyers/skeleton` and better unit tests. ## 0.19.1 * Improving `tokenizers/sentences/naive`. * Dropping `generatorics` in favor of [obliterator](https://github.com/Yomguithereal/obliterator). ## 0.19.0 * Adding the `clustering/record-linkage/leader` namespace. * Adding the `keyers/name-power-set` namespace. * Adding the `keyers/normalize` namespace. * Adding the `tokenizers/fingerprint/name` namespace. * Adding the `tokenizers/skipgrams` namespace. * Fixing & optimizing `clustering/k-means`. * Dropping the `helpers/random` namespace in favor of [pandemonium](https://github.com/Yomguithereal/pandemonium). ## 0.18.0 * Adding the `metrics/distance/guth` namespace. * Fixing a bug related to Levenshtein distance prefix trimming. * Fixing a bug related to `clustering/k-means`. ## 0.17.0 * Fixing `metrics/distance/jaro-winkler`. * Improving `metrics/distance/overlap` performance. * Dropping the `structures` namespace in favor of [mnemonist](https://github.com/Yomguithereal/mnemonist). ## 0.16.0 * Changing the way the fingerprint API. * Providing index of item in some `clustering/record-linkage` callbacks. * Adding `merge` option to `clustering/record-linkage/key-collision`. * Adding the `keyers/fingerprint` namespace back. * Moving `phonetics/omission` & `phonetics/skeleton` back to the `keyers` namespace. * Improving `metrics/distance/levenshtein` performance. ## 0.15.0 * Adding the `hash/crc32` namespace. * Adding the `hash/minhash` namespace. * Adding the `helpers/random#createRandomIndex` function. * Adding the `helpers/random#createChoice` function. * Adding the `helpers/random#createDangerousButPerformantSample` function. * Adding the `helpers/random#createSuffleInPlace` function. * Adding the `clustering/record-linkage/blocking` namespace. * Adding the `clustering/record-linkage/canopy` namespace. * Adding the `distance/metrics/bag` namespace. * Adding the `distance/metrics/lcs` namespace. * Adding the `distance/metrics/length` namespace. * Adding the `distance/metrics/minhash` namespace. * Adding the `distance/metrics/mlipns` namespace. * Adding the `distance/metrics/prefix` namespace. * Adding the `distance/metrics/ratcliff-obershelp` namespace. * Adding the `distance/metrics/sift4` namespace. * Adding the `distance/metrics/smith-waterman` namespace. * Adding the `distance/metrics/suffix` namespace. * Adding the `phonetics/french/fonem` namespace. * Adding the `regexp` namespace. * Adding the `stemmers/french/carry` namespace. * Adding the `stemmers/french/eda` namespace. * Adding the `tokenizers/fingerprint` namespace. * Adding the `asymmetric` option to `clustering/naive`. * Adding the `minClusterSize` option to clusterers. * Adding limited version of `metrics/distance/damerau-levenshtein`. * Adding limited version of `metrics/distance/levenshtein`. * Adding bitwise version of `metrics/distance/hamming`. * Adding normalized version of `metrics/distance/hamming`. * Moving `stats/ngrams` to `tokenizers/ngrams`. * Moving `keyers/omission` to `phonetics/omission`. * Moving `keyers/skeleton` to `phonetics/skeleton`. * Moving similarity clusterers to the `clustering/record-linkage` namespace. * Dropping the `stats/tfidf` namespace. * Dropping the `keyers` namespace. ## 0.14.0 * Dropping the `phonetics/spanish/fonetico` namespace (should use [phonogram](https://github.com/Yomguithereal/phonogram) now). * Improving `VPTree` performance by building the tree iteratively. * Found a way to ease CommonJS by getting rid of pesky `.default`. ## 0.13.0 * Adding the `clustering/key-collision` namespace. * Adding the `clustering/naive` namespace. * Adding the `clustering/sorted-neighborhood` namespace. * Adding the `clustering/vp-tree` namespace. * Adding the `metrics/distance/identity` namespace. * Adding the `metrics/distance/monge-elkan` namespace. * Reversing `structures/bk-tree#search` arguments. ## 0.12.0 * Adding the `helpers/random` namespace. * Adding the `inflectors/spanish/noun` namespace. * Adding the `keyers/fingerprint` namespace. * Adding the `keyers/ngram-fingerprint` namespace. * Adding the `keyers/omission` namespace. * Adding the `keyers/skeleton` namespace. * Adding the `tag/averaged-perceptron` namespace. * Adding the `parsers/brown` namespace. * Adding the `parsers/conll` namespace. * Adding the `phonetics/onca` namespace. * Adding the `stemmers/spanish/unine` namespace. * Adding the `structures/bk-tree` namespace. * Adding the `structures/symspell` namespace. * Adding the `structures/vp-tree` namespace. * Adding the `sampler` options to `clustering/k-means`. * Adding the `stats/descriptive#.quantile` function. * Adding the `stats/descriptive#.median` function. * Fixing a bug with `clustering/k-means` where k would be superior to the number of vectors. * Fixing a bug with `clustering/k-means` `initialCentroids` options. * Fixing a bug with `clustering/k-means` where a vector could end up in several clusters. * Dropping the internal `regex/classes` namespace. * Dropping the `hasher` option of the `ngrams` functions. * Dropping the `set-functions` dependency. ## 0.11.0 * Improving `clustering/k-means` API. * Improving `tokenizers/syllable/sonoripy` hierarchy definition. ## 0.10.0 * Adding the `metrics/distance/eudex` namespace. * Adding the `phonetics/eudex` namespace. * Adding the `tokenizers/syllables/sonoripy` namespace. * Adding some import shortcuts for naives tokenizers. * Improving the `tokenizers/syllables/legalipy` API. * Improving the `tokenizers/sentences/naive` API. * Fixing `tokenizers/syllables/legalipy` to correctly handle capitalized words. ## 0.9.0 * Adding the `phonetics/alpha-sis` namespace. * Adding the `phonetics/fuzzy-soundex` namespace. * Adding the `phonetics/phonex` namespace. * Adding the `stemmers/uea-lite` namespace. * Adding the `stats/inferential#sampleCovariance` function. * Adding the `stats/inferential#sampleCorrelation` function. * Moving the `metrics` namespace to `metrics/distance`. ## 0.8.0 * Adding the `stemmers/s-stemmer` namespace. * Adding the `tokenizers/hyphenation/liang` namespace. * Adding the `tokenizers/lines/naive` namespace. * Adding the `tokenizers/paragraphs/naive` namespace. * Adding the `tokenizers/syllables/legalipy` namespace. * Adding the `tokenizers/tweets/casual` namespace. * Adding the `stats/frequencies#updateFrequencies` function. * Adding polymorphism to the `stats/frequencies#relative` function. ## 0.7.0 * Adding the `features/extraction/vectorizer` namespace. * Adding the `phonetics/lein` namespace. * Adding the `phonetics/roger-root` namespace. * Adding the `phonetics/statcan` namespace. ## 0.6.0 * Adding the `stemmers/french/unine` namespace. ## 0.5.0 * Adding the `phonetics/german/phonem` namespace. * Adding the `phonetics/spanish/fonetico` namespace. * Adding the `stemmers/german/caumanns` namespace. ## 0.4.0 * Adding the `phonetics/french/phonetic` namespace. * Adding the `phonetics/french/phonex` namespace. * Adding the `phonetics/french/sonnex` namespace. * Adding the `phonetics/french/soundex` namespace. * Adding the `phonetics/french/soundex2` namespace. * Adding the `stemmers/french/porter` namespace. * Adding the `tokenizers/sentences/punkt` namespace. * Moving the Cologne phonetic algorithm to the `phonetics/german/cologne` namespace. ## 0.3.0 * Adding the `classification/naive-bayes` namespace. * Adding the `classification/perceptron` namespace. * Adding the `metrics/damerau-levenshtein` namespace. * Adding the `stats/descriptive` namespace. * Adding the `stats/inferential` namespace. * Improving `metrics/levenshtein` performance. * Fixing a bug with `stemmers/porter`. ## 0.2.0 * Adding `phonetics/daitch-mokotoff`. * Adding `metrics/canberra`. * Adding `metrics/chebyshev`. * Adding `metrics/minkowski`. * Adding the refined version of the Soundex. * Changing `phonetics/doubleMetaphone` to `phonetics/double-metaphone`. ## 0.1.0 * Adding `stemmers/latin/schinke`. ## 0.0.1 * Initial release.