soft_search

• soft_search package
  • Subpackages
    • soft_search.bin package
      • Submodules
      • soft_search.bin.find_nsf_award_ids_in_github_readmes_and_link module
      • soft_search.bin.fit_and_eval_all_models module
      • soft_search.bin.generate_nsf_soft_search_2022_dataset module
      • soft_search.bin.get_github_repositories_with_nsf_ref module
      • soft_search.bin.get_github_repositories_with_nsf_ref-WITHCOMMENTS module
      • Module contents
    • soft_search.data package
      • Submodules
      • soft_search.data.irr module
      • soft_search.data.soft_search_2022 module
      • Module contents
    • soft_search.label package
      • Submodules
      • soft_search.label.model_selection module
      • soft_search.label.regex module
      • soft_search.label.semantic_logit module
      • soft_search.label.tfidf_logit module
      • soft_search.label.transformer module
      • Module contents
  • Submodules
  • soft_search.constants module
    • NSFFields
      • NSFFields.abstractText
      • NSFFields.agency
      • NSFFields.awardAgencyCode
      • NSFFields.awardee
      • NSFFields.awardeeAddress
      • NSFFields.awardeeCity
      • NSFFields.awardeeCountryCode
      • NSFFields.awardeeCounty
      • NSFFields.awardeeDistrictCode
      • NSFFields.awardeeName
      • NSFFields.awardeeStateCode
      • NSFFields.awardeeZipCode
      • NSFFields.cfdaNumber
      • NSFFields.coPDPI
      • NSFFields.date
      • NSFFields.dunsNumber
      • NSFFields.estimatedTotalAmt
      • NSFFields.expDate
      • NSFFields.fundAgencyCode
      • NSFFields.fundProgramName
      • NSFFields.fundsObligatedAmt
      • NSFFields.id_
      • NSFFields.parentDunsNumber
      • NSFFields.pdPIName
      • NSFFields.perfAddress
      • NSFFields.perfCity
      • NSFFields.perfCountryCode
      • NSFFields.perfCounty
      • NSFFields.perfDistrictCode
      • NSFFields.perfLocation
      • NSFFields.perfStateCode
      • NSFFields.perfZipCode
      • NSFFields.piEmail
      • NSFFields.piFirstName
      • NSFFields.piLastName
      • NSFFields.piPhone
      • NSFFields.poEmail
      • NSFFields.poName
      • NSFFields.poPhone
      • NSFFields.primaryProgram
      • NSFFields.projectOutComesReport
      • NSFFields.publicAccessMandate
      • NSFFields.publicationConference
      • NSFFields.publicationResearch
      • NSFFields.rpp
      • NSFFields.startDate
      • NSFFields.title
      • NSFFields.transType
    • NSFPrograms
      • NSFPrograms.Biological_Sciences
      • NSFPrograms.Computer_and_Information_Science_and_Engineering
      • NSFPrograms.Education_and_Human_Resources
      • NSFPrograms.Engineering
      • NSFPrograms.Geosciences
      • NSFPrograms.Integrative_Activities
      • NSFPrograms.International_Science_and_Engineering
      • NSFPrograms.Mathematical_and_Physical_Sciences
      • NSFPrograms.Social_Behavioral_and_Economic_Sciences
      • NSFPrograms.Technology_Innovation_and_Partnerships
    • PredictionLabels
      • PredictionLabels.SoftwareNotPredicted
      • PredictionLabels.SoftwarePredicted
  • soft_search.metrics module
    • EvaluationMetrics
      • EvaluationMetrics.accuracy
      • EvaluationMetrics.f1
      • EvaluationMetrics.model
      • EvaluationMetrics.precision
      • EvaluationMetrics.recall
  • soft_search.nsf module
    • get_nsf_dataset()
  • soft_search.seed module
    • set_seed()
  • Module contents