<?xml version="1.0" encoding="UTF-8"?>
<mods xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://www.loc.gov/mods/v3" version="3.1" xsi:schemaLocation="http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-1.xsd">
  <titleInfo>
    <title>Natural language processing with PyTorch</title>
    <subTitle>build intelligent language applications using deep learning</subTitle>
  </titleInfo>
  <titleInfo type="alternative">
    <title>Build intelligent language applications using deep learning</title>
  </titleInfo>
  <name type="personal">
    <namePart>Rao, Delip</namePart>
    <role>
      <roleTerm authority="marcrelator" type="text">creator</roleTerm>
    </role>
    <role>
      <roleTerm type="text">author.</roleTerm>
    </role>
  </name>
  <name type="personal">
    <namePart>McMahan, Brian</namePart>
    <role>
      <roleTerm type="text">author.</roleTerm>
    </role>
  </name>
  <typeOfResource>text</typeOfResource>
  <genre authority="marc">bibliography</genre>
  <originInfo>
    <place>
      <placeTerm type="code" authority="marccountry">cau</placeTerm>
    </place>
    <dateIssued encoding="marc">2019</dateIssued>
    <copyrightDate encoding="marc">2019</copyrightDate>
    <edition>First edition.</edition>
    <issuance>monographic</issuance>
  </originInfo>
  <language>
    <languageTerm authority="iso639-2b" type="code">eng</languageTerm>
  </language>
  <physicalDescription>
    <form authority="marcform">print</form>
    <extent>xiii, 238 pages : illustrations ; 24 cm.</extent>
  </physicalDescription>
  <tableOfContents>Introduction -- A quick tour of traditional NLP -- Foundational components of neural networks -- Feed-forward networks for natural language processing -- Embedding words and types -- Sequence modeling for natural language processing -- Intermediate sequence modeling for natural language processing -- Advanced sequence modeling for natural language processing -- Classics, frontiers, and next steps.</tableOfContents>
  <note type="statement of responsibility">Delip Rao and Brian McMahan.</note>
  <note>Includes bibliographical references and index.</note>
  <note>CSE</note>
  <subject authority="lcsh">
    <topic>Natural language processing (Computer science)</topic>
    <topic>Computer programs</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Python (Computer program language)</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Natural language processing (Computer science)</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Machine learning</topic>
  </subject>
  <classification authority="lcc">QA76.9.N38 R36 2019</classification>
  <classification authority="ddc" edition="23">006.35</classification>
  <identifier type="isbn">9789352137688</identifier>
  <identifier type="isbn">9781491978238</identifier>
  <identifier type="isbn">1491978236</identifier>
  <identifier type="lccn">2018277334</identifier>
  <location>
    <physicalLocation>Ayesha Abed Library</physicalLocation>
  </location>
  <recordInfo>
    <recordContentSource authority="marcorg">UKMGB</recordContentSource>
    <recordCreationDate encoding="marc">220925</recordCreationDate>
    <recordIdentifier source="BD-DhAAL">39686</recordIdentifier>
    <languageOfCataloging>
      <languageTerm authority="iso639-2b" type="code">eng</languageTerm>
    </languageOfCataloging>
  </recordInfo>
</mods>
