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https://edspace.american.edu/openbehavior/project/worm-behavior-platform/

Project related to sharing worm tracking data and analysis routines.Open access repository for storing, accessing, filtering data and analysis.

Proper citation: Worm Behavior Platform project (RRID:SCR_021420) Copy   

•   Source: SciCrunch Registry
  

https://openwetware.org/wiki/HughesLab:JTK_Cycle

Software R package for Detecting Rhythmic Components in Genome-Scale Data Sets. Non-parametric algorithm to identify rhythmic components in large datasets. Identifies and characterizes cycling variables in large datasets.

Proper citation: JTK_CYCLE (RRID:SCR_017962) Copy   

•   Source: SciCrunch Registry
  

https://edspace.american.edu/openbehavior/project/idtracker-ai/, https://idtrackerai.readthedocs.io/en/latest/

Project related to tracking individual animals in large collective groups.Provides algorithm and software for tracking individuals in large collectives of unmarked animals.Tracks animal identification and tracks when animals touch or cross paths in front of one another.

Proper citation: idtracker.ai project (RRID:SCR_021417) Copy   

•   Source: SciCrunch Registry
  

https://qupath.github.io/

Open Source software package for digital pathology image analysis. Used for whole slide image analysis and digital pathology. Provides researchers with batch processing and scripting functionality, and extensible platform with which to develop and share new algorithms to analyze complex tissue images.

Proper citation: QuPath (RRID:SCR_018257) Copy   

•   Source: SciCrunch Registry
  

http://wikidata.org

Open knowledge base that can be read and edited by both humans and machines. Storage for structured data of its Wikimedia sister projects including Wikipedia, Wikivoyage, Wiktionary, Wikisource, and others. Provides support to many other sites and services beyond just Wikimedia projects.

Proper citation: Wikidata (RRID:SCR_018492) Copy   

•   Source: SciCrunch Registry
  

https://edspace.american.edu/openbehavior/project/cave/

Project related to calcium imaging.Provide open source tool for combined analysis of head mounted calcium imaging and behavior. Used to analyze imaging data from head mounted microscopes simultaneously with behavioral data.

Proper citation: Calcium ActiVity Explorer project (RRID:SCR_021419) Copy   

•   Source: SciCrunch Registry
  

https://openrefine.org/

Open source software Java tool for working with data. Used for loading data, cleaning up data, transforming data from one format into another and extending it with web services and external data.

Proper citation: OpenRefine (RRID:SCR_021305) Copy   

•   Source: SciCrunch Registry
  

https://hdmf.readthedocs.io/

Open source software Python package for working with hierarchical data. Provides APIs for specifying data models, reading and writing data to different storage backends, and representing data with Python object.Used for working with standardizing, reading, and writing hierarchical object data.

Proper citation: Hierarchical Data Modeling Framework (RRID:SCR_021303) Copy   

•   Source: SciCrunch Registry
  

https://edspace.american.edu/openbehavior/project/toxtrac/

Project related to high speed tracking of animals.Provides software tool for tracking organisms.Can handle one or several animals in one or several environments.Used for fish, insects, rodents, etc.

Proper citation: ToxTrac project (RRID:SCR_021424) Copy   

•   Source: SciCrunch Registry
  

https://github.com/taborlab/FlowCal

Open source software tool for automatically converting flow cytometry data from arbitrary to calibrated units. Can be run using intuitive Microsoft Excel interface, or customizable Python scripts. Software accepts Flow Cytometry Standard (FCS) files as inputs and is compatible with different calibration particles, fluorescent probes, and cell types. Automatically gates data, calculates common statistics, and produces plots.

Proper citation: FlowCal (RRID:SCR_018140) Copy   

•   Source: SciCrunch Registry
  

https://ibest.github.io/HTStream/

Software tool as quality control and processing pipeline for High Throughput Sequencing data. Uses tab delimited fastq format that allows for streaming from application to application. Interoperable with other standard Linux tools., THIS RESOURCE IS NO LONGER IN SERVICE. Documented on September 16,2025.

Proper citation: HTStream (RRID:SCR_018354) Copy   

•   Source: SciCrunch Registry
  

https://scienceofbehaviorchange.org/about/

Repository for behavioral science measures that have been validated or are in process of being validated in accordance with SOBC Experimental Medicine Approach.

Proper citation: Science of Behavior Change Research Network (RRID:SCR_017385) Copy   

•   Source: SciCrunch Registry
  

https://github.com/mitragithub/Registration

Software package to align brain slice images in atlas free manner.

Proper citation: Registration Software Mitra Lab (RRID:SCR_018353) Copy   

•   Source: SciCrunch Registry
  

https://github.com/ttrogers/DecodingDynamic

Data, code, and notebooks for replicating analyses reported in Rogers et al., Evidence for deep, distributed and dynamic semantic code in human ventral anterior temporal cortex.

Proper citation: DecodingDynamic (RRID:SCR_021099) Copy   

•   Source: SciCrunch Registry
  

https://github.com/ComparativeGenomicsToolkit/hal/tree/master/synteny

Software tool as conserved synteny block construction method for multiple whole-genome alignments. Implementation of DAG-based for reconstruction of synteny blocks from genome alignment.

Proper citation: halSynteny (RRID:SCR_018127) Copy   

•   Source: SciCrunch Registry
  

https://broadinstitute.github.io/warp/docs/Pipelines/Smart-seq2_Single_Nucleus_Multi_Sample_Pipeline/README

The Smart-seq2 Single Nucleus Multi-Sample (Multi-snSS2) pipeline was developed in collaboration with the BRAIN Initiative Cell Census Network (BICCN) to process single-nucleus RNAseq (snRNAseq) data generated by Smart-seq2 assays.

Proper citation: Smart-seq2 Multi-Sample Pipeline (RRID:SCR_018920) Copy   

•   Source: SciCrunch Registry
  

https://edspace.american.edu/openbehavior/project/open-source-whisking-video-database/

Portal provides shared database of videos featuring juvenile and adult male rats and adult male mice exploring stationary objects.This dataset includes wide variety of experimental conditions including genetic, pharmacological, and sensory deprivation interventions to explore how active sensing behavior is modulated by different factors. Database of high speed videos of whisking behavior in freely moving rodents.Open source high speed infrared videography database to study principles of active sensing in freely navigating rodents.

Proper citation: Open Source Whisking Video Database portal (RRID:SCR_021404) Copy   

•   Source: SciCrunch Registry
  

https://github.com/NeLy-EPFL/DeepFly3D

Software tool as PyTorch and PyQT5 implementation of 2D-3D tethered Drosophila pose estimation. Image annotation tool used for pose estimation and appendage tracking. Provides interface for pose estimation and to permit further correction of 2D pose estimates, which are automatically converted to 3D pose.

Proper citation: DeepFly3D (RRID:SCR_021402) Copy   

•   Source: SciCrunch Registry
  

https://github.com/LaubachLab/MedParse

Software tool to read MedPC data into Python and Matlab. MedPC code for saving precise times of behavioral events and MatLab and Python functions to convert MedPC data into time event codes.

Proper citation: MedParse (RRID:SCR_021528) Copy   

•   Source: SciCrunch Registry
  

https://cloudreg.neurodata.io/

Software automated, terascale, cloud based image analysis pipeline for preprocessing and cross modal, nonlinear registration between volumetric datasets with artifacts. Automatic terabyte scale cross modal brain volume registration.

Proper citation: CloudReg (RRID:SCR_022795) Copy   

•   Source: SciCrunch Registry