基本信息
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职业迁徙
个人简介
I have written several software packages for teaching and research purposes.
Distribution Explorer
Familiarity with probability distributions, the stories behind them, the shapes of the PDF/PMFs and CDFs, and syntax of how to sample out of them with popular software packages are important tools for any data scientist (or scientist for that matter!). I created a web app to quickly reference and explore several named probability distributions.
EQTK
EQTK (EQuilibrium ToolKit) features the first, to my knowledge, globally convergent algorithm for solving the coupled equilibrium problem: Given a solution of chemical species that may undergo a set of chemical reactions with known equilibrium constants, what is the equilibrium concentration of all species, assuming the law of mass action applies?
iqplot
This package makes plots using Bokeh of data sets in which exactly one variable is quantitative with arbitrarily many categorical variables. Hence the name "IQ" plot, meaning Roman number one quantitative variable. It turns out that many data sets in the biological sciences have this structure. You can use the package to make strip plots (possible with parallel coordinates), box plots, histograms (with rug plots), and ECDFs.
Distribution Explorer
Familiarity with probability distributions, the stories behind them, the shapes of the PDF/PMFs and CDFs, and syntax of how to sample out of them with popular software packages are important tools for any data scientist (or scientist for that matter!). I created a web app to quickly reference and explore several named probability distributions.
EQTK
EQTK (EQuilibrium ToolKit) features the first, to my knowledge, globally convergent algorithm for solving the coupled equilibrium problem: Given a solution of chemical species that may undergo a set of chemical reactions with known equilibrium constants, what is the equilibrium concentration of all species, assuming the law of mass action applies?
iqplot
This package makes plots using Bokeh of data sets in which exactly one variable is quantitative with arbitrarily many categorical variables. Hence the name "IQ" plot, meaning Roman number one quantitative variable. It turns out that many data sets in the biological sciences have this structure. You can use the package to make strip plots (possible with parallel coordinates), box plots, histograms (with rug plots), and ECDFs.
研究兴趣
论文共 27 篇作者统计合作学者相似作者
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Cell systemsno. 5 (2022): 408-425.e12
Current biology : CBno. 19 (2017): 2984-2990.e3
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