dystruct | population structure from time-series genotype data
kandi X-RAY | dystruct Summary
kandi X-RAY | dystruct Summary
dystruct is a C++ library. dystruct has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. You can download it from GitHub.
DyStruct (Dynamic Structure) is a model-based approach for inferring shared genetic ancestry in individuals sampled over time. DyStruct's input is a genotype matrix, sample times for each individual, and the number of putative ancestral populations (K). The output are K-dimensional ancestry vectors denoting the proportion of the genome of each individual inherited from population K. The main benefit of DyStruct, when compared to static ancestry approaches such as ADMIXTURE, is DyStruct's emphasis on explaining later populations as mixtures of earlier ones. That is, later samples tend to appear as mixtures of earlier samples. Because we model samples over time, ancestry components give a direct interpretation of the relationship between populations in the past and populations today.
DyStruct (Dynamic Structure) is a model-based approach for inferring shared genetic ancestry in individuals sampled over time. DyStruct's input is a genotype matrix, sample times for each individual, and the number of putative ancestral populations (K). The output are K-dimensional ancestry vectors denoting the proportion of the genome of each individual inherited from population K. The main benefit of DyStruct, when compared to static ancestry approaches such as ADMIXTURE, is DyStruct's emphasis on explaining later populations as mixtures of earlier ones. That is, later samples tend to appear as mixtures of earlier samples. Because we model samples over time, ancestry components give a direct interpretation of the relationship between populations in the past and populations today.
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Support
dystruct has a low active ecosystem.
It has 10 star(s) with 4 fork(s). There are 2 watchers for this library.
It had no major release in the last 6 months.
There are 0 open issues and 9 have been closed. On average issues are closed in 51 days. There are no pull requests.
It has a neutral sentiment in the developer community.
The latest version of dystruct is current.
Quality
dystruct has 0 bugs and 0 code smells.
Security
dystruct has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
dystruct code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.
License
dystruct is licensed under the GPL-3.0 License. This license is Strong Copyleft.
Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.
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dystruct releases are not available. You will need to build from source code and install.
Installation instructions, examples and code snippets are available.
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dystruct Key Features
No Key Features are available at this moment for dystruct.
dystruct Examples and Code Snippets
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Community Discussions
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Vulnerabilities
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Install dystruct
DyStruct requires a C++ compiler (preferably gcc v6.1 or later).
To compile and run on example data, type:. If you installed gcc6 per the above instructions, replace the third line with.
To compile and run on example data, type:. If you installed gcc6 per the above instructions, replace the third line with.
Support
For any new features, suggestions and bugs create an issue on GitHub.
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