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Proper Citation: Tree-Based Pipeline Optimization Tool (RRID:SCR_017531)
Description: Software Python package to automate building of ML pipelines by combining flexible expression tree representation of pipelines with stochastic search algorithms such as genetic programming.
Abbreviations: TPOT
Synonyms: Tree based Pipeline Optimization Tool
Resource Type: software resource, software toolkit
Keywords: Automated, machine, learning, optimize, pipeline, genetic, programming
Funding: NIAID R01 AI117694
Availability: Free, Available for download, Freely available
Resource Name: Tree-Based Pipeline Optimization Tool
Resource ID: SCR_017531
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Source: SciCrunch Registry (RRID:SCR_005400)
Description: Interactive portal for finding and submitting biomedical resources. Resources within SciCrunch have assigned RRIDs which are used to cite resources in scientific manuscripts. SciCrunch Registry, formerly NIF Registry, provides resources catalog. Allows to add new resources. Allows edit existing resources after registration. Curators are tasked with identifying and registering resources, examining data, writing configuration files to index and display data and keeping contents current.
URL: https://rrid.site/rin/sources/SCR_005400
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