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  2. Symbols of grouping - Wikipedia

    en.wikipedia.org/wiki/Symbols_of_grouping

    But if it is used only on the left, it groups two or more simultaneous equations. There are other symbols of grouping. One is the bar above an expression, as in the square root sign in which the bar is a symbol of grouping. For example √ p+q is the square root of the sum. The bar is also a symbol of grouping in repeated decimal digits.

  3. Lemmatization - Wikipedia

    en.wikipedia.org/wiki/Lemmatization

    Lemmatization (or less commonly lemmatisation) in linguistics is the process of grouping together the inflected forms of a word so they can be analysed as a single item, identified by the word's lemma, or dictionary form.

  4. Grouped data - Wikipedia

    en.wikipedia.org/wiki/Grouped_data

    Another method of grouping the data is to use some qualitative characteristics instead of numerical intervals. For example, suppose in the above example, there are three types of students: 1) Below normal, if the response time is 5 to 14 seconds, 2) normal if it is between 15 and 24 seconds, and 3) above normal if it is 25 seconds or more, then the grouped data looks like:

  5. Cluster analysis - Wikipedia

    en.wikipedia.org/wiki/Cluster_analysis

    Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some specific sense defined by the analyst) to each other than to those in other groups (clusters).

  6. Stemming - Wikipedia

    en.wikipedia.org/wiki/Stemming

    Stemming is used as an approximate method for grouping words with a similar basic meaning together. For example, a text mentioning "daffodils" is probably closely related to a text mentioning "daffodil" (without the s).

  7. List comprehension - Wikipedia

    en.wikipedia.org/wiki/List_comprehension

    Here, the list [0..] represents , x^2>3 represents the predicate, and 2*x represents the output expression.. List comprehensions give results in a defined order (unlike the members of sets); and list comprehensions may generate the members of a list in order, rather than produce the entirety of the list thus allowing, for example, the previous Haskell definition of the members of an infinite list.

  8. Speaker diarisation - Wikipedia

    en.wikipedia.org/wiki/Speaker_diarisation

    pyannote.audio (last repository update: August 2022, last release: July 2022, version: 2.0): pyannote.audio is an open-source toolkit written in Python for speaker diarization. [4] . pyAudioAnalysis (last repository update: September 2022): Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications [5]

  9. Word2vec - Wikipedia

    en.wikipedia.org/wiki/Word2vec

    Word2vec is a group of related models that are used to produce word embeddings. These models are shallow, two-layer neural networks that are trained to reconstruct linguistic contexts of words. Word2vec takes as its input a large corpus of text and produces a vector space , typically of several hundred dimensions , with each unique word in the ...