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Contributors and Acknowledgements

khmer is a product of the Lab for Data Intensive Biology at the University of California, Davis (the succesor to the GED lab at Michigan State University),

C. Titus Brown <titus@idyll.org> wrote the initial Bloom filter and Count-Min Sketch implementations, has contributed to their continued improvement and refactoring, and has contributed extensively to feature development and code review throughout the codebase more generally.

Jason Pell implemented many of the C++ k-mer filtering functions.

Qingpeng contributed code to do unique k-mer counting.

Adina Howe, Rosangela Canino-Koning, and Arend Hintze contributed significantly to discussions of approaches and algorithms; Adina wrote a number of scripts.

Jared T. Simpson (University of Cambridge, Sanger Institute) contributed paired-end support for digital normalization.

Eric McDonald thoroughly revised many aspects of the code base, made much of the codebase thread safe, and otherwise improved performance dramatically.

Michael R. Crusoe took over maintainership in June 2013, streamlining and improving many of khmer’s development, deployment, and community processes.

Jacob Fenton…

Kevin Murray enabled use of the C++ code-base by external projects, fixed numerous bugs and documentation issues, implemented unit tests, enabled machine-readable statistics and miscellaneous code cleaning, refactoring, and reviewing.

Luiz Irber implemented an efficient HyperLogLog-based cardinality estimator, contributed substantially to screed/khmer integration (including spearheading the screed 1.0 release), and has contributed extensively to code review.

Camille Scott has contributed significantly to khmer’s assembly and graph traversal functionality, and has contributed to feature development and code review throughout the codebase more generally.

Tim Head has contributed to refactoring the core data structures, performance benchmarking, and has contributed extensively to feature development and code review throughout the codebase more generally.

Daniel Standage took over maintainership in May 2016, has refined the documentation extensively, contributed Python and C++ code examples, refactored core data structures for a more extensible sequence loading functionality, and contributed more generally to the codebase.

Last updated by DSS on 2017-05-22

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