GSR: Simulator - simCAS

Basic Package Attributes
AttributeValue
TitlesimCAS
Short DescriptionEmbedding-based simulator for single-cell chromatin accessibility sequencing data.
Long DescriptionsimCAS simulates single-cell chromatin accessibility sequencing peak-by-cell matrices from cell-wise and peak-wise low-dimensional embeddings. It supports pseudo-cell-type, discrete, and continuous modes, plus optional batch effects and cis-regulatory interaction ground truths for benchmarking scCAS analysis methods.
Keywordssingle-cell chromatin accessibility; scATAC-seq; scCAS; embedding; trajectory simulation; benchmarking
Version2023-09-28
Homepagehttps://github.com/Chen-Li-17/simCAS
Citations
GSR Certification This simulator has not yet been evaluated for GSR Certification. Learn more about or request GSR Certification.
Author verificationThe basic description provided was derived from a website or publications by the GSR team and has not yet been verified by the simulation author. To modify this entry or add more information, propose changes to this simulator.
Detailed Attributes
Attribute CategoryAttribute
Target
Type of Simulated DataSequencing Reads,
Variations
Simulation Method
Input
Data Type
File format
Output
Data TypeGenotype or Sequence,
Sequencing Reads
File Format
Sample Type
Phenotype
Trait Type
Determinants
Evolutionary Features
Demographic
Population Size Changes
Gene Flow
Spatiality
Life Cycle
Mating System
Fecundity
Natural Selection
Determinant
Models
Recombination
Mutation Models
Events Allowed
Other
InterfaceCommand-line, Script-based,
Development
Tested PlatformsLinux and Unix,
Language
LicenseGNU Public License,
GSR Certification

Number of Primary Citations: 0

Number of Non-Primary Citations: 0

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