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CodeClub

A weekly gathering of bioinformaticians at South Lake Union to discuss new methods, build public code, and foster community. Suggest topics in this repo's issues!

Tuesdays at 2 PM, Zoom

Type Description
Challenge Following TidyTuesday (https://github.com/rfordatascience/tidytuesday), Advent of Code (https://adventofcode.com/2021), or tackling an open BIGslu GitHub issue, we work as a team to tackle coding challenges in R. Great for beginners!
Code review Aimed at improving code and solving problems, these sessions provide formal review of member-submitted code. For details, see https://github.com/BIGslu/CodeReview
Discussion These sessions provide informal discussion of current methods in bioinformatics. Members can submit topics such as R packages, journal articles, recent seminars, etc. Please review any posted literature prior to the session.
i4TB Seminars and workshops in partnership with i4TB, https://trtc.uw.edu/education/i4tb-working-group
Workshop Come ready to code-along or just watch these live-coded workshops! For details, see https://github.com/BIGslu/workshops

Upcoming topics

Date Type Topic
Jun 21 Social Join BIGslu along with i4TB and SEA-TRAC for our summer kick-off social!

Past topics

Date Type Topic
May 31 Challenge Advent of Code, https://adventoIfcode.com/2021/
May 17 workshop Custom ggplot themes and scales, https://github.com/BIGslu/BinningSingletons
May 10 i4TB workshop Dimensionality reduction and hierarchical clustering, Fergal Duffy https://github.com/fergaljd/i4TB/blob/main/i4TB-clustering-tutorial.Rmd
May 3 Challenge TidyTuesday https://github.com/rfordatascience/tidytuesday
Apr 19 Challenge BIGpicture::plot_gsea BIGslu/BIGpicture#6
Apr 12 i4TB seminar An Integrative Approach to Supporting Data Science Research & Education at the U of Washington, Dr. Sarah Stone
Apr 5 Challenge Advent of Code, Day 4, https://adventoIfcode.com/2021/day/4
Mar 29 Discussion Missing data. What do you do when you have missing data? Imputation vs subsetting? Statistical methods that allow missing? Etc. Helpful reading https://bmcbioinformatics.biomedcentral.com/articles/10.1186/s12859-015-0494-3
Mar 22 Workshop Create gene set analysis package with Basilin
Mar 15 Discussion Topics brainstorm
Mar 8 Workshop Linear models in R https://github.com/BIGslu/workshops/tree/main/2022.03.08_linear.model.workshop
Mar 1 Discussion TidyTuesday https://github.com/rfordatascience/tidytuesday
Feb 22 Discussion Rproject design and organization
Feb 8 i4TB seminar HealthAI at Amazon Web Services
Feb 1 Code review Elisabeth R. https://github.com/earosenthal/MMPhewas
Jan 25 Workshop Introduction to R and RStudio
Jan 18 Discussion ggplot: Sharing tips and tricks to customize your plots
Jan 11 Workshop i4TB: TCR analysis, Koshlan Mayer-Blackwell (Fred Hutch)
Dec 16 Discussion i4TB seminar from Dec 14 https://trtc.uw.edu/education/i4tb-working-group
Dec 9 Discussion Main reading: Linear models with weights https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4551905/
Addtl background: limma https://academic.oup.com/nar/article/43/7/e47/2414268
https://bioconductor.org/packages/release/bioc/vignettes/limma/inst/doc/usersguide.pdf
Dec 2 Discussion Controlling false discovery rate in genomics https://genomebiology.biomedcentral.com/articles/10.1186/s13059-019-1716-1
Nov 18 Workshop Introduction to how to contribute to BIGslu code and walk-through of completing a current GitHub issue and pull request
Nov 4 Discussion Working with SNP data in R, bigsnpr https://privefl.github.io/bigsnpr/articles/demo.html
Oct 28 Workshop Intro R in preparation for i4TB on Nov 9 https://github.com/BIGslu/workshops/tree/main/2021.10.28_introR.workshop
Oct 21 Discussion Topics brainstorm
Oct 14 Code review kimma::kmFit( ) https://github.com/BIGslu/kimma
Oct 7 Discussion Generalized additive models (GAM) in R https://petolau.github.io/Analyzing-double-seasonal-time-series-with-GAM-in-R/
Sep 30 Workshop R packages: Documentation and examples https://github.com/BIGslu/workshops/tree/main/2021.09_R.package.workshop
Sep 23 Workshop R packages: Making a package with custom functions https://github.com/BIGslu/workshops/tree/main/2021.09_R.package.workshop
Sep 16 Discussion Partial Least Squares Regression for Generalized Linear Models in R, plsRglm https://cran.r-project.org/web/packages/plsRglm/index.html
Sep 9 Code review BIGpicture: Brainstorming useful bioinformatic plots and planning package development
Sep 2 Code review BIGpicture's first function: volcano plot https://github.com/BIGslu/CodeReview/tree/main/2021.08.24_volcano.plot