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URL: https://github.com/YttriLab/B-SOID
Proper Citation: Behavioral Segmentation of Open-field in DeepLabCut (RRID:SCR_021385)
Description: Software pipeline that pairs unsupervised pattern recognition with supervised classification to achieve fast predictions of behaviors that are not predefined by users.Unsupervised learning algorithm that discovers and classifies actions based on inherent statistics of data points provided.
Abbreviations: B-SOiD
Synonyms: B-SOiD v2.0
Resource Type: data analysis software, data processing software, software application, software resource, software toolkit
Defining Citation: DOI:10.1101/770271
Keywords: OpenBehavior, pairs unsupervised pattern recognition, supervised classification, behavior predictions, discovers actions, classifies actions
Availability: Free, Available for download, Freely Available
Resource Name: Behavioral Segmentation of Open-field in DeepLabCut
Resource ID: SCR_021385
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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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